{"meta":{"query_hash":"61a698a2322f","filters":{"topic":"Collaborative and Sustainable Housing Initiatives"},"cohort_total":161,"direct_labels_cover":1,"predictions_cover":161,"exported":161,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/61a698a2322f","api":"https://metacan.xera.ac/api/v1/cohort?topic=Collaborative+and+Sustainable+Housing+Initiatives"},"results":[{"id":"W1000406357","doi":"","title":"Winnipeg's Vanishing Rooming Houses: Change in the West Broadway and Spence Neighbourhoods","year":2014,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); State (computer science); Service (business); Political science; Media studies; Public administration; Sociology; Business; Marketing","score_opus":0.027714384276446485,"score_gpt":0.27102622688852224,"score_spread":0.24331184261207575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1000406357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95397097,0.0015440612,0.00048229413,0.015981194,0.00042517684,0.00013947746,0.00040989937,0.000032230048,0.027014665],"genre_scores_gemma":[0.9743445,0.0007720223,0.000670357,0.0014119155,0.000027038534,0.00005340779,0.00013648151,0.000027697874,0.022556644],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.00013815753,0.000023756958,0.000098110475,0.00017181902,0.00044369436],"domain_scores_gemma":[0.99891627,0.000056260935,0.0000804164,0.000026802618,0.00017515496,0.00074516144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007872671,0.00018395235,0.0002965695,0.00040010174,0.010647095,0.003797142,0.0014077004,0.001010969,0.0068734353],"category_scores_gemma":[0.002134574,0.00034883764,0.00024245928,0.00090601697,0.0030612012,0.0012651586,0.0032134769,0.0013719271,0.00034325747],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006519041,0.00028659485,0.13552797,0.00114966,0.000086728476,0.016212065,0.52844745,0.0006850624,0.010606612,0.04191286,0.12012766,0.14430541],"study_design_scores_gemma":[0.000027919485,0.00010958809,0.24515417,0.00026064145,0.00003003994,0.00094270054,0.4285508,0.00017534873,0.00062429835,0.0006499227,0.32340685,0.000067794776],"about_ca_topic_score_codex":0.886039,"about_ca_topic_score_gemma":0.9757152,"teacher_disagreement_score":0.11396098,"about_ca_system_score_codex":0.013560236,"about_ca_system_score_gemma":0.02163256,"threshold_uncertainty_score":0.2292642},"labels":[],"label_agreement":null},{"id":"W1270960031","doi":"","title":"Calgary: A case study in residential development","year":2009,"lang":"en","type":"article","venue":"Docs.school Publications","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.04290507888041328,"score_gpt":0.38087259225319664,"score_spread":0.33796751337278336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1270960031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84562033,0.0019413645,0.0019557197,0.0067372955,0.00015748743,0.0004172413,0.0001525658,0.000045782006,0.14297229],"genre_scores_gemma":[0.94402033,0.0021649348,0.0031589097,0.0013877011,0.000025366702,0.00013230625,0.000087025954,0.000037275648,0.048986148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983891,0.00077128113,0.00003023409,0.00012251722,0.00021043215,0.00047645465],"domain_scores_gemma":[0.99886984,0.00040121417,0.00007177284,0.00005772045,0.00014680038,0.00045258773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012176266,0.00044088336,0.00033313295,0.00080913614,0.019168675,0.0037545254,0.0025332756,0.0031427373,0.0073222863],"category_scores_gemma":[0.002137792,0.00037306015,0.00023183909,0.0026350017,0.0045535173,0.0012169083,0.0053439783,0.0032473833,0.0006141028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028565564,0.001433547,0.04367679,0.00087241683,0.0000650245,0.17512935,0.54243606,0.0027160717,0.003277339,0.050190926,0.039019037,0.14089777],"study_design_scores_gemma":[0.00007524005,0.00035556869,0.034802176,0.00043797473,0.000049466318,0.00869738,0.75448227,0.0009372965,0.0012829101,0.0021977623,0.19664091,0.00004110648],"about_ca_topic_score_codex":0.31989884,"about_ca_topic_score_gemma":0.7155394,"teacher_disagreement_score":0.68010116,"about_ca_system_score_codex":0.012320702,"about_ca_system_score_gemma":0.009199381,"threshold_uncertainty_score":0.63607365},"labels":[],"label_agreement":null},{"id":"W2063356689","doi":"10.5539/ass.v6n10p40","title":"The Urban Design Methods of Future Community","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Connotation; Residence; Quality (philosophy); Urban community; Urban design; Sociology; Architectural engineering; Computer science; Management science; Environmental planning; Environmental science; Engineering; Civil engineering; Socioeconomics; Urban planning; Epistemology; Demography","score_opus":0.04157018895659969,"score_gpt":0.4130708200781508,"score_spread":0.37150063112155113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063356689","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033795233,0.0010553233,0.9430795,0.000910676,0.00032148883,0.00030674366,0.0000975344,0.00021705255,0.050632067],"genre_scores_gemma":[0.12421455,0.0010386284,0.84952533,0.00025044248,0.00013444574,0.0019381839,0.0001476699,0.00020803197,0.022542676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9946367,0.0038617898,0.00018780546,0.00048294134,0.00071538263,0.00011540847],"domain_scores_gemma":[0.99720263,0.0013126549,0.00015005571,0.0005732454,0.00062112435,0.00014038476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061818655,0.00095454924,0.00046713496,0.002662076,0.0020453716,0.0037298168,0.0016570962,0.0007819799,0.011468597],"category_scores_gemma":[0.0052969004,0.00043852103,0.0010349094,0.002094244,0.0071466146,0.0036660207,0.0031948162,0.0013222906,0.001550162],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002486248,0.000023971726,0.00045857296,0.00034140333,0.000016692244,0.00003903245,0.0034279886,0.0023068648,0.00033105302,0.91950023,0.004014195,0.06951513],"study_design_scores_gemma":[0.000056194258,0.000103974155,0.00063532154,0.00027648624,0.00004078468,0.00028442265,0.003766824,0.0119547425,0.0012123007,0.63281375,0.34879693,0.000058325437],"about_ca_topic_score_codex":0.00176494,"about_ca_topic_score_gemma":0.0040338724,"teacher_disagreement_score":0.011468597,"about_ca_system_score_codex":0.002133902,"about_ca_system_score_gemma":0.0024687517,"threshold_uncertainty_score":0.03836626},"labels":[],"label_agreement":null},{"id":"W2169610072","doi":"10.1016/j.jaging.2013.10.001","title":"A conceptual model for aging better together intentionally","year":2013,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AGE-WELL; Retirement Research Foundation","keywords":"Loneliness; Successful aging; Thematic analysis; Feeling; Psychology; Worry; Aging in place; Conceptual model; Gerontology; Social psychology; Coping (psychology); Social isolation; Healthy aging; Conceptual framework; Developmental psychology; Qualitative research; Sociology; Medicine; Clinical psychology","score_opus":0.08612562144032132,"score_gpt":0.38741342813479257,"score_spread":0.30128780669447125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169610072","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11447041,0.0024935747,0.12009107,0.23307581,0.0021326193,0.0006066562,0.0004651554,0.0001941771,0.52647054],"genre_scores_gemma":[0.9437406,0.00075844076,0.026081992,0.0062619783,0.00025726337,0.00083181215,0.00021666185,0.00006324587,0.021788102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99568826,0.0024989545,0.00016097253,0.0006101743,0.00040774728,0.00063396373],"domain_scores_gemma":[0.9946413,0.0011399153,0.00061604637,0.00042816816,0.0012937657,0.0018807222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073984014,0.0010767673,0.0005156526,0.0027596517,0.010305878,0.008033978,0.0035497856,0.0042435834,0.0120635675],"category_scores_gemma":[0.0062333024,0.0003532141,0.0009222869,0.002408623,0.020238763,0.016332328,0.008071966,0.0048200963,0.0011418685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006027588,0.00004725271,0.0007873248,0.000024118171,0.0000050084964,0.000055853652,0.018458907,0.000170669,0.00002628139,0.97484213,0.003004181,0.0025721632],"study_design_scores_gemma":[0.000034401346,0.00007532161,0.0013341801,0.00017940828,0.000026175108,0.0002703309,0.06229472,0.0017574527,0.000078870755,0.8254195,0.10849979,0.00002988752],"about_ca_topic_score_codex":0.016613716,"about_ca_topic_score_gemma":0.017774936,"teacher_disagreement_score":0.016613716,"about_ca_system_score_codex":0.008376824,"about_ca_system_score_gemma":0.013255694,"threshold_uncertainty_score":0.06077838},"labels":[],"label_agreement":null},{"id":"W2179278337","doi":"10.1177/2158244014562389","title":"Farming in an Agriburban Ecovillage Development","year":2014,"lang":"en","type":"article","venue":"SAGE Open","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of the Fraser Valley","funders":"","keywords":"Agriculture; Human settlement; Geography; Agricultural land; Land use; Scale (ratio); Rural area; Business; Environmental planning; Agricultural economics; Civil engineering; Engineering; Political science; Economics; Archaeology","score_opus":0.04281827835210962,"score_gpt":0.3754050455737889,"score_spread":0.3325867672216793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179278337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422367,0.000121955636,0.00041757378,0.001148799,0.000015931722,0.000032063028,0.000027422999,0.000009127014,0.05599044],"genre_scores_gemma":[0.99005425,0.00012778852,0.0004118808,0.000093467206,0.0000027132821,0.000010779263,0.00001744146,0.0000034423297,0.009278147],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99936825,0.00027970882,0.000007803238,0.000058753514,0.00006565602,0.00021993343],"domain_scores_gemma":[0.99951017,0.000031987594,0.00003999178,0.000019034838,0.000056414447,0.00034237443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005423496,0.00011187167,0.000093912415,0.00037667,0.0068680113,0.002537966,0.00042033874,0.00030658895,0.0048057395],"category_scores_gemma":[0.00046359526,0.00013165211,0.000062787985,0.00076304394,0.0026222826,0.0007071064,0.0028456145,0.00043394495,0.0002697668],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022051018,0.0010348276,0.38604483,0.00017686903,0.000030629333,0.010572957,0.35043234,0.0008175494,0.011642316,0.1031606,0.014546105,0.12132052],"study_design_scores_gemma":[0.000026462989,0.00029573872,0.19171445,0.00012068572,0.000014291268,0.0011891754,0.5731482,0.0006283357,0.00081809436,0.0041480046,0.22787036,0.000026195748],"about_ca_topic_score_codex":0.09000877,"about_ca_topic_score_gemma":0.5130024,"teacher_disagreement_score":0.09000877,"about_ca_system_score_codex":0.0044200504,"about_ca_system_score_gemma":0.0048071467,"threshold_uncertainty_score":0.17896974},"labels":[],"label_agreement":null},{"id":"W222999432","doi":"","title":"Premier Waterfront Community","year":2014,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning","score_opus":0.030046613601502747,"score_gpt":0.3246135840241614,"score_spread":0.29456697042265867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W222999432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011140748,0.000696668,0.00067621976,0.0029884966,0.0009956845,0.00042882256,0.009820726,0.0011481,0.97210455],"genre_scores_gemma":[0.0059210206,0.00013445625,0.00041231248,0.00038523888,0.000027504948,0.000027505475,0.0011785601,0.0001704688,0.9917429],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994324,0.000025536428,0.0000070796345,0.00009822854,0.0001696423,0.0002671341],"domain_scores_gemma":[0.99891067,0.000019012648,0.000012182213,0.0000369739,0.00039202615,0.00062916166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029169192,0.0009287905,0.0003868651,0.0013339778,0.009580646,0.0026846996,0.0014101423,0.0012535403,0.6749335],"category_scores_gemma":[0.00065630773,0.0007020282,0.0004318171,0.0015515597,0.00054350466,0.0010605737,0.003114326,0.0014452967,0.22529314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005694341,0.00012070897,0.0022890654,0.00004500485,0.0000028020881,0.00021939668,0.00020651708,0.000035006815,0.00045839933,0.0013246748,0.9294911,0.06575032],"study_design_scores_gemma":[0.000024974961,0.00003049296,0.00814573,0.00004379615,0.0000038840462,0.00011189766,0.0013934599,0.000053992953,0.00019091426,0.0001856216,0.98980266,0.000012562008],"about_ca_topic_score_codex":0.63275605,"about_ca_topic_score_gemma":0.9480349,"teacher_disagreement_score":0.6749335,"about_ca_system_score_codex":0.004796259,"about_ca_system_score_gemma":0.019326007,"threshold_uncertainty_score":0.7388134},"labels":[],"label_agreement":null},{"id":"W2240047001","doi":"10.5072/prism/28024","title":"The Central Role of Collaborative Planning in Shaping the Future of the Metropolis: An Evaluation of Collective Decision Making in the Calgary Metropolitan Region","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Regional science; Geography; Environmental planning; Archaeology","score_opus":0.03281910953690228,"score_gpt":0.3790983657169983,"score_spread":0.34627925618009603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240047001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659277,0.00015136163,0.00051483867,0.0024948034,0.000015703352,0.00013522332,0.000017572102,0.000007317245,0.030735444],"genre_scores_gemma":[0.99875224,0.00009724641,0.00033637937,0.000054558568,0.0000033075398,0.000036413712,0.000009301853,0.000004080132,0.00070650276],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919487,0.0046743634,0.00015349715,0.00042634807,0.00082460226,0.0019724949],"domain_scores_gemma":[0.98601365,0.008165316,0.0012377249,0.0007236281,0.0017025684,0.0021570213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011035921,0.00048449452,0.0005704677,0.0012067896,0.011218465,0.011625436,0.0025303916,0.0018120558,0.0041140825],"category_scores_gemma":[0.021747928,0.0003489725,0.00060227315,0.0024126628,0.013207514,0.0040341597,0.010618096,0.0026100196,0.00015980034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013695536,0.002367135,0.17993498,0.0007688378,0.0005314928,0.0015376162,0.48355272,0.029639035,0.0013185611,0.12243242,0.005246162,0.17130144],"study_design_scores_gemma":[0.00015319698,0.0005700275,0.12124755,0.00037230953,0.00024064246,0.00007001265,0.8289429,0.008115246,0.001012145,0.023934282,0.015263314,0.00007830926],"about_ca_topic_score_codex":0.31099668,"about_ca_topic_score_gemma":0.54895854,"teacher_disagreement_score":0.68900335,"about_ca_system_score_codex":0.025280748,"about_ca_system_score_gemma":0.031660136,"threshold_uncertainty_score":0.6183729},"labels":[],"label_agreement":null},{"id":"W2268638587","doi":"10.14288/1.0071370","title":"Assessing the environmental practices and impacts of intentional communities: an ecological footprint comparison of an ecovillage and cohousing community in southwestern British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Footprint; Ecological footprint; Geography; Environmental resource management; Environmental protection; Environmental planning; Ecology; Environmental science; Archaeology; Sustainability","score_opus":0.03326580363979647,"score_gpt":0.29800469785864664,"score_spread":0.26473889421885016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268638587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987967,0.000038733546,0.00005604937,0.000025916384,8.0796724e-7,0.000017030356,0.00018256108,0.0000019791528,0.0008801119],"genre_scores_gemma":[0.9982753,0.00009083384,0.00024414758,0.000029465198,5.7312883e-7,0.000020032867,0.00043122706,0.0000035375826,0.0009048951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993467,0.000086476,0.000025440511,0.00008921951,0.00021612002,0.000236078],"domain_scores_gemma":[0.99849665,0.00011244141,0.00012821559,0.000063047635,0.0008132314,0.0003864335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046404958,0.00035216825,0.00041624365,0.0015513557,0.004889093,0.0015511799,0.0011554785,0.00038127447,0.0015558219],"category_scores_gemma":[0.0015029487,0.00026495353,0.0002469132,0.0040783086,0.0012016898,0.0004658643,0.0010350903,0.00043375348,0.00018807608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019262708,0.00026612013,0.95083547,0.000071700364,0.00010710847,0.0004855257,0.018235436,0.00053868844,0.002006142,0.00030661857,0.0012032884,0.025751296],"study_design_scores_gemma":[0.0000056837166,0.000049128204,0.9650868,0.000021907132,0.000021528447,0.00005219894,0.03277798,0.0006009663,0.00020087698,0.000039746854,0.001129226,0.000013870811],"about_ca_topic_score_codex":0.99051076,"about_ca_topic_score_gemma":0.9978619,"teacher_disagreement_score":0.019727632,"about_ca_system_score_codex":0.019727632,"about_ca_system_score_gemma":0.01003684,"threshold_uncertainty_score":0.14313465},"labels":[],"label_agreement":null},{"id":"W2284813160","doi":"10.14288/1.0099407","title":"From \"contested space\" to \"shared place\" : options for public realm enhancement in Vancouver’s Downtown Eastside","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Realm; Public space; Space (punctuation); Political science; Sociology; Media studies; Public administration; Geography; Engineering; Law; Architectural engineering; Computer science; Archaeology","score_opus":0.021331094510318872,"score_gpt":0.24463217973200027,"score_spread":0.2233010852216814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284813160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7999871,0.0051694647,0.0018771783,0.0075251833,0.0001568732,0.00009750525,0.000103196566,0.000025527797,0.18505803],"genre_scores_gemma":[0.9830632,0.0020809828,0.0010730359,0.00034321827,0.000010012879,0.00003312452,0.00004453856,0.000011599137,0.013340394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99843687,0.0005482867,0.000035329034,0.00012127975,0.0003168184,0.0005413612],"domain_scores_gemma":[0.99857664,0.00029185228,0.000098119446,0.00007492713,0.0003307526,0.0006277037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010381538,0.00024167779,0.00023534174,0.0008658032,0.00931131,0.009572573,0.0012273396,0.00076942163,0.006150488],"category_scores_gemma":[0.0016802921,0.00024893187,0.0002111724,0.0014286559,0.007446501,0.0020629978,0.0058893515,0.001501968,0.00033649278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027709614,0.00024129465,0.06338832,0.001936997,0.00007996428,0.0073533375,0.41436535,0.0016452268,0.0045482093,0.21814221,0.024409458,0.2636125],"study_design_scores_gemma":[0.000019890243,0.00008106312,0.041622054,0.0013679807,0.000034001416,0.0007320038,0.6752801,0.00043113908,0.0009015191,0.011006925,0.26846793,0.000055326127],"about_ca_topic_score_codex":0.553685,"about_ca_topic_score_gemma":0.9080866,"teacher_disagreement_score":0.446315,"about_ca_system_score_codex":0.020513326,"about_ca_system_score_gemma":0.02629218,"threshold_uncertainty_score":0.8978869},"labels":[],"label_agreement":null},{"id":"W2298795398","doi":"","title":"Mighty Mini Home","year":2016,"lang":"de","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.023411467460217376,"score_gpt":0.3012717072710378,"score_spread":0.2778602398108204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298795398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004670338,0.00048743185,0.0005510439,0.0014946691,0.0010620387,0.00020835643,0.0036225433,0.00079082994,0.9871128],"genre_scores_gemma":[0.0029633457,0.000111985064,0.00027037744,0.00020387958,0.000039383965,0.000022099546,0.0006972678,0.00012865663,0.99556303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994698,0.000037836988,0.000011874604,0.00012257535,0.00016650608,0.00019147579],"domain_scores_gemma":[0.99920374,0.000026849531,0.0000124295675,0.00005398288,0.00023650548,0.00046654465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038108567,0.0009787775,0.00057909597,0.0010016088,0.008168394,0.0027751192,0.0016257006,0.0014934907,0.8151724],"category_scores_gemma":[0.00071337615,0.00076168793,0.00075366517,0.0010562978,0.00063860684,0.0014087349,0.0037986164,0.0023069747,0.43627208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017464388,0.00017953345,0.001135115,0.000057886034,0.0000048463035,0.00034198372,0.00016270623,0.00004801145,0.0006544107,0.0025962496,0.9289432,0.06570151],"study_design_scores_gemma":[0.000038825983,0.00007320921,0.006217833,0.000056231373,0.00000522293,0.0001890742,0.0007138073,0.00007630558,0.00020759123,0.00042757345,0.9919823,0.000012017364],"about_ca_topic_score_codex":0.13510033,"about_ca_topic_score_gemma":0.5581579,"teacher_disagreement_score":0.8151724,"about_ca_system_score_codex":0.0031273153,"about_ca_system_score_gemma":0.006354378,"threshold_uncertainty_score":0.26862794},"labels":[],"label_agreement":null},{"id":"W2300021924","doi":"10.14288/1.0100202","title":"Secondary suites : housing resource or problem, the Vancouver case","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Business; Computer science","score_opus":0.010804592981510243,"score_gpt":0.21791598301623125,"score_spread":0.207111390034721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300021924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8374273,0.0008685766,0.00034878758,0.007862937,0.00007476941,0.00010163878,0.0001196707,0.000010159503,0.15318622],"genre_scores_gemma":[0.9791408,0.0008317411,0.00022457041,0.00066594227,0.000024856481,0.00003653384,0.000044551893,0.000004524362,0.019026356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980604,0.00038065392,0.000039086644,0.00010415167,0.00037836438,0.001037335],"domain_scores_gemma":[0.99859244,0.00024692022,0.00014240718,0.000048979084,0.000262453,0.00070681085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064668106,0.00033313644,0.0003086051,0.0010002585,0.0130253695,0.003502054,0.0017688434,0.0026565706,0.0063468255],"category_scores_gemma":[0.002832279,0.00029295526,0.00021863946,0.002106115,0.0063440176,0.0008855728,0.003773398,0.0026383784,0.00025790287],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001920924,0.0009849383,0.22799556,0.0006111919,0.000059277263,0.1145389,0.13137378,0.004289117,0.0016504627,0.36282152,0.058429282,0.09705391],"study_design_scores_gemma":[0.00008315325,0.0002669705,0.20109944,0.00096092524,0.000069836264,0.02724417,0.53302306,0.0051982165,0.00084554806,0.025374707,0.20571898,0.00011499348],"about_ca_topic_score_codex":0.78617996,"about_ca_topic_score_gemma":0.926781,"teacher_disagreement_score":0.21382004,"about_ca_system_score_codex":0.020827223,"about_ca_system_score_gemma":0.016190274,"threshold_uncertainty_score":0.4301585},"labels":[],"label_agreement":null},{"id":"W2300868291","doi":"10.14288/1.0069484","title":"The impact of multi-stakeholder planning and design processes on large-scale residential developments : an evaluation of the Rodgers Creek Area development, British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Stakeholder; Environmental planning; Environmental resource management; Engineering; Geography; Environmental science; Political science; Cartography","score_opus":0.06511138878343381,"score_gpt":0.28902937721429567,"score_spread":0.22391798843086186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300868291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415126,0.0004807961,0.0020761956,0.0011092485,0.000030828327,0.003016714,0.0001922648,0.00012450265,0.051456876],"genre_scores_gemma":[0.9682225,0.0008612899,0.013118627,0.00038131984,0.000009655753,0.0013551018,0.00036340207,0.000091983915,0.015596145],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.977548,0.010572308,0.0006934414,0.0011720202,0.007772055,0.0022421503],"domain_scores_gemma":[0.96413946,0.015823567,0.0013057368,0.0017610065,0.012977705,0.0039925035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021249648,0.0009000199,0.00069201883,0.0019269162,0.01097288,0.009144257,0.0035520482,0.0013553409,0.0052860454],"category_scores_gemma":[0.026735006,0.00092516706,0.0005743779,0.0031148293,0.0039311517,0.0018599532,0.004398563,0.0023007714,0.000549524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002825924,0.012191224,0.07759668,0.0044839736,0.00041728755,0.0049664765,0.22453424,0.032576237,0.012916164,0.013601001,0.018875677,0.59501517],"study_design_scores_gemma":[0.0019512085,0.01200976,0.19729821,0.0026782143,0.0006030404,0.00066411926,0.56624025,0.03069079,0.008621908,0.003957886,0.17464362,0.00064095494],"about_ca_topic_score_codex":0.7955722,"about_ca_topic_score_gemma":0.92700857,"teacher_disagreement_score":0.20442778,"about_ca_system_score_codex":0.08153197,"about_ca_system_score_gemma":0.072218716,"threshold_uncertainty_score":0.59155864},"labels":[],"label_agreement":null},{"id":"W2305432903","doi":"","title":"Supportive Housing in Vancouver, Canada","year":2008,"lang":"en","type":"article","venue":"Parity","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.02909068073403494,"score_gpt":0.29375638627353917,"score_spread":0.26466570553950425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305432903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69829816,0.018293254,0.00063500163,0.014113813,0.000702136,0.0002792582,0.002576942,0.00008723632,0.26501417],"genre_scores_gemma":[0.8897091,0.006761568,0.0011120455,0.0012197751,0.000038557715,0.000081360806,0.00067283795,0.000026732765,0.10037794],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99934536,0.00006187878,0.000016468457,0.00004437122,0.00021500778,0.00031695672],"domain_scores_gemma":[0.9982857,0.00006020716,0.00005745955,0.000015378988,0.0007234823,0.0008577929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033022385,0.00019130722,0.0001805191,0.00064700074,0.00860658,0.00200228,0.00090068567,0.00051552925,0.010298979],"category_scores_gemma":[0.0010462701,0.0001751243,0.00012504408,0.0016637421,0.00075738964,0.00030508035,0.0014871986,0.0007298437,0.00051924377],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038393764,0.0002753826,0.21721855,0.0013329643,0.00007778123,0.005043065,0.024153532,0.0010166948,0.0026185245,0.02567727,0.18588917,0.53631324],"study_design_scores_gemma":[0.00004957422,0.00015575891,0.5410316,0.00096172094,0.000033667562,0.0009110919,0.052647453,0.00065215153,0.00054326793,0.0011475914,0.4017879,0.00007829569],"about_ca_topic_score_codex":0.992916,"about_ca_topic_score_gemma":0.99893826,"teacher_disagreement_score":0.03126691,"about_ca_system_score_codex":0.03126691,"about_ca_system_score_gemma":0.084716454,"threshold_uncertainty_score":0.22685838},"labels":[],"label_agreement":null},{"id":"W2328160727","doi":"","title":"BUILDING CAPACITY TO LIVE AND WORK TOGETHER AT AN ECOVILLAGE IN SUPPORT OF SUSTAINABLE COMMUNITY: A CASE STUDY","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Individualism; Collectivism; Sustainability; Work (physics); Sustainable community; Community development; Face (sociological concept); Globalization; Sociology; Sustainable living; Sustainable development; Political science; Economic growth; Engineering; Social science; Economics; Ecology","score_opus":0.027595809859741593,"score_gpt":0.31727150416987765,"score_spread":0.28967569431013607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328160727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98132265,0.00019939219,0.0010546936,0.001379087,0.000019841063,0.00020074286,0.000046168916,0.000010314742,0.015767183],"genre_scores_gemma":[0.9899789,0.0004921309,0.0017374543,0.00023222197,0.000009517877,0.00014378727,0.000029128229,0.000010374962,0.0073665297],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997456,0.0013772959,0.000044281212,0.00019969225,0.0002542901,0.0006684068],"domain_scores_gemma":[0.9974776,0.0011538868,0.00016409166,0.00017753794,0.00022779677,0.00079910556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021813076,0.0004339017,0.00038407327,0.0008797647,0.016567629,0.0028937566,0.0018963569,0.0020564124,0.004455451],"category_scores_gemma":[0.0035625088,0.00046899015,0.00025119443,0.0012613744,0.009401388,0.0021164273,0.0054341727,0.0018246686,0.0004830988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045139448,0.00042603025,0.0088253,0.00012614764,0.0000063975267,0.0074594147,0.9572678,0.00025202872,0.0009408699,0.009721413,0.0022421696,0.012687167],"study_design_scores_gemma":[0.000012609711,0.00015052441,0.005371846,0.00009891507,0.0000075589496,0.00092066795,0.96713525,0.000274319,0.00039754654,0.00065204495,0.02496606,0.000012625197],"about_ca_topic_score_codex":0.14951266,"about_ca_topic_score_gemma":0.42287654,"teacher_disagreement_score":0.14951266,"about_ca_system_score_codex":0.009249848,"about_ca_system_score_gemma":0.007316687,"threshold_uncertainty_score":0.29728478},"labels":[],"label_agreement":null},{"id":"W2352466391","doi":"","title":"A planning paradigm shift in the context of social diversity and government transformation: an analysis of Toronto alternative social planning","year":2006,"lang":"en","type":"article","venue":"Urban Problems","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Dilemma; Social planning; Government (linguistics); Context (archaeology); China; Urban planning; Social change; Sociology; Paradigm shift; Field (mathematics); Social transformation; Political science; Public relations; Environmental planning; Economic growth; Geography; Engineering; Economics; Developing country","score_opus":0.030958465613151367,"score_gpt":0.2966277889893373,"score_spread":0.26566932337618593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352466391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67053246,0.0012252958,0.008108012,0.0081298165,0.00005493223,0.00011656468,0.0002250495,0.000028189692,0.31157964],"genre_scores_gemma":[0.9944195,0.0002701947,0.0007039696,0.000049580074,0.0000045541005,0.000016833143,0.000033893288,0.0000069287485,0.0044945483],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99886155,0.00041186926,0.000020740525,0.000057790257,0.00024661067,0.00040146362],"domain_scores_gemma":[0.9994531,0.00015019484,0.00007455505,0.000036656937,0.000114005874,0.00017137158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071449537,0.00021607218,0.0001869365,0.0013933849,0.007001531,0.0038681985,0.0010022407,0.0005575949,0.0052864514],"category_scores_gemma":[0.0013090688,0.00012310746,0.000347017,0.0036175153,0.008656229,0.0019384504,0.0026035097,0.0008938356,0.000119179174],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023109607,0.000012128024,0.0065057734,0.00005047102,0.000011278308,0.000788618,0.043682676,0.004566228,0.00017260766,0.93358856,0.0024270178,0.008171503],"study_design_scores_gemma":[0.000024609624,0.000078756886,0.0924593,0.00024729036,0.000071340684,0.0006255112,0.4430777,0.02714645,0.0007642291,0.19081616,0.24461468,0.000073972195],"about_ca_topic_score_codex":0.6048862,"about_ca_topic_score_gemma":0.7762562,"teacher_disagreement_score":0.39511383,"about_ca_system_score_codex":0.05137052,"about_ca_system_score_gemma":0.016482145,"threshold_uncertainty_score":0.79488146},"labels":[],"label_agreement":null},{"id":"W2361758921","doi":"","title":"Dictatorial Characteristic of Residential Estate Management and the Road of Socialized Service","year":2009,"lang":"en","type":"article","venue":"Jiangsu Xingzheng Xueyuan xuebao","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Property management; Business; Estate; Real estate; Service (business); Unit (ring theory); Real estate development; China; Urbanization; Finance; Economic growth; Marketing; Economics; Political science; Civil engineering; Engineering","score_opus":0.013178759312421767,"score_gpt":0.2967420564826863,"score_spread":0.2835632971702645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361758921","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2747563,0.0006553841,0.006996009,0.022479877,0.0002754191,0.00013081288,0.00007945493,0.00007613196,0.6945507],"genre_scores_gemma":[0.9783553,0.00014443522,0.0005834979,0.000478117,0.000039363516,0.000044889344,0.000015840362,0.0000131646475,0.020325245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9972366,0.0010806173,0.00010548618,0.00037723384,0.00050985295,0.00069016166],"domain_scores_gemma":[0.99787843,0.00021387677,0.00043903504,0.00018023152,0.00037714303,0.00091137417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016264027,0.0001582493,0.00014399353,0.00093441526,0.0085397875,0.004298635,0.0004934486,0.00079066306,0.0064416137],"category_scores_gemma":[0.0031103343,0.000150705,0.00012165505,0.000851095,0.02099093,0.0020362758,0.0048847566,0.0016888364,0.00061522174],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025079393,0.000039426086,0.012048462,0.000029454412,0.0000056450026,0.000210003,0.04371816,0.00013299873,0.00026871348,0.91346216,0.0062743076,0.02378558],"study_design_scores_gemma":[0.000046590823,0.00013521985,0.065780684,0.00015282517,0.0000144281275,0.00052680104,0.07753655,0.0012200803,0.00069718517,0.26144204,0.59238034,0.0000672374],"about_ca_topic_score_codex":0.024072863,"about_ca_topic_score_gemma":0.041796714,"teacher_disagreement_score":0.024072863,"about_ca_system_score_codex":0.006062514,"about_ca_system_score_gemma":0.007766924,"threshold_uncertainty_score":0.04786545},"labels":[],"label_agreement":null},{"id":"W2371474260","doi":"","title":"Real estate development and residential quarter planning","year":2005,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Estate planning; Urban planning; Real estate; Real estate development; Business; Environmental planning; Geography; Architectural engineering; Operations management; Estate; Engineering; Civil engineering; Finance","score_opus":0.016343335026673417,"score_gpt":0.31299461013019725,"score_spread":0.29665127510352385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371474260","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09734927,0.006473588,0.047552917,0.016132016,0.00059548,0.0000685608,0.0001332313,0.00011360914,0.83158123],"genre_scores_gemma":[0.8489955,0.0018432499,0.011241661,0.0006319908,0.000060193943,0.000028749135,0.000066528235,0.000022553793,0.13710947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99932957,0.0003262537,0.000022894748,0.00009150984,0.00013121862,0.00009866202],"domain_scores_gemma":[0.99971896,0.00006167117,0.00004279128,0.000041937692,0.00008082561,0.000053872693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052930694,0.00013935103,0.00009898373,0.00033001113,0.0010966621,0.0026622163,0.0002771774,0.0004317887,0.009213125],"category_scores_gemma":[0.0009053862,0.00013655932,0.00014372288,0.0007629276,0.0027798633,0.0014828432,0.0012158917,0.0007883474,0.00057831657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028378188,0.000021094409,0.0034363295,0.0000918816,0.0000032321202,0.00018432214,0.0024828187,0.0018538138,0.00031459655,0.90140915,0.0085114185,0.0816631],"study_design_scores_gemma":[0.000014217612,0.000102214624,0.013350253,0.00014543236,0.000009240166,0.00071962975,0.0076426035,0.003642895,0.0010544634,0.32439643,0.648896,0.000026624664],"about_ca_topic_score_codex":0.006390851,"about_ca_topic_score_gemma":0.015974347,"teacher_disagreement_score":0.009213125,"about_ca_system_score_codex":0.0022995959,"about_ca_system_score_gemma":0.002857686,"threshold_uncertainty_score":0.030820966},"labels":[],"label_agreement":null},{"id":"W2372909120","doi":"","title":"Planning design of residential quarter","year":2006,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Quarter (Canadian coin); Architecture; Space (punctuation); Architectural design; Focus (optics); Entertainment; Engineering; Computer science; Geography; Political science","score_opus":0.019031114990762134,"score_gpt":0.30343185442577936,"score_spread":0.2844007394350172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372909120","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05200522,0.00034699726,0.65936404,0.0004659981,0.00014216857,0.000370126,0.0006470471,0.0015481537,0.2851103],"genre_scores_gemma":[0.6466575,0.0004735206,0.24746026,0.00007427764,0.000024936784,0.0003587332,0.00081629277,0.00035546086,0.10377898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999587,0.00014634841,0.000022884205,0.00008227475,0.00010513131,0.000056428362],"domain_scores_gemma":[0.99988437,0.000016282393,0.0000075259118,0.000023772762,0.00004854446,0.000019588873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003689419,0.0003988318,0.00024098612,0.00063247164,0.0016270694,0.0019189991,0.00068932044,0.00038587008,0.027746933],"category_scores_gemma":[0.00050278916,0.00036182642,0.0004368615,0.0009441449,0.00085546327,0.0008804338,0.000923892,0.00035291788,0.0028377292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020122525,0.00007947896,0.003265153,0.00035842526,0.00001921737,0.0006011107,0.00320933,0.20059362,0.00889697,0.5730424,0.017414471,0.19231862],"study_design_scores_gemma":[0.000068557136,0.00028570407,0.0038202365,0.000108027016,0.000066762404,0.0007566564,0.0051757493,0.35320896,0.012095848,0.16649769,0.45783466,0.00008116019],"about_ca_topic_score_codex":0.008514499,"about_ca_topic_score_gemma":0.010818657,"teacher_disagreement_score":0.027746933,"about_ca_system_score_codex":0.0013415164,"about_ca_system_score_gemma":0.001796693,"threshold_uncertainty_score":0.09282279},"labels":[],"label_agreement":null},{"id":"W2415095030","doi":"","title":"Good design- A case for adopting a user centred approach to medium density housing.","year":2015,"lang":"en","type":"article","venue":"University of Canberra Research Portal","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Per capita; Compact city; Architectural engineering; Sustainable design; Geography; Economic growth; Business; Sustainability; Engineering; Urban planning; Sociology; Civil engineering; Economics; Population","score_opus":0.22168462419054785,"score_gpt":0.37611842808909274,"score_spread":0.15443380389854489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415095030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061711263,0.008951817,0.30717582,0.15043196,0.0010159998,0.00056844886,0.00006117634,0.00068126485,0.4694022],"genre_scores_gemma":[0.8399641,0.0018300819,0.11305445,0.01311646,0.00018467306,0.0005544936,0.000038446415,0.00034952533,0.030907916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.92076534,0.06463772,0.0014957964,0.0026357344,0.008142069,0.0023233546],"domain_scores_gemma":[0.9664835,0.016163569,0.0010279781,0.0076596453,0.00451019,0.0041552233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05270673,0.00067945203,0.0006663609,0.002727852,0.010335475,0.018138023,0.0035994228,0.0060814144,0.005113683],"category_scores_gemma":[0.030207712,0.00076303375,0.0009075544,0.0019530989,0.058664963,0.011128313,0.017087735,0.005270601,0.0011677331],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037967515,0.00008932673,0.0032350332,0.00042763667,0.000025147436,0.00038989825,0.13348548,0.0005370794,0.0006046216,0.7923608,0.011782141,0.057024848],"study_design_scores_gemma":[0.000028955377,0.00018429528,0.0029286528,0.00084409164,0.000029473804,0.0011052884,0.059636384,0.0012863927,0.00056775066,0.4075315,0.5257904,0.00006679642],"about_ca_topic_score_codex":0.0070509547,"about_ca_topic_score_gemma":0.013626366,"teacher_disagreement_score":0.05270673,"about_ca_system_score_codex":0.009217671,"about_ca_system_score_gemma":0.009367737,"threshold_uncertainty_score":0.2787432},"labels":[],"label_agreement":null},{"id":"W2509531975","doi":"","title":"Sunny Home With In-Family Suite","year":2016,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Suite; Computer science; History","score_opus":0.017807230436007838,"score_gpt":0.29129016357870297,"score_spread":0.2734829331426951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509531975","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008522226,0.00028924888,0.0005495133,0.0013407816,0.0014595544,0.00027728936,0.00822595,0.0016608281,0.97767466],"genre_scores_gemma":[0.005718683,0.000109736895,0.00038864056,0.0002966026,0.00006626402,0.000032503936,0.0014289634,0.00035446044,0.99160415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956113,0.00003184258,0.000008775846,0.000088812536,0.00012981425,0.00017961959],"domain_scores_gemma":[0.99875045,0.000027629276,0.000017369752,0.00006668369,0.00034053254,0.0007973484],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003169342,0.0011053139,0.0007812626,0.0010114773,0.008123061,0.0021478534,0.0020960534,0.0011034511,0.85231805],"category_scores_gemma":[0.0008162705,0.0007677477,0.0008293829,0.0011844723,0.0005631684,0.0011302663,0.0034991095,0.0018664268,0.58269924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095026706,0.00016103763,0.0012380631,0.000047660782,0.0000048652023,0.00023119178,0.00014592629,0.00004338748,0.0008178232,0.00041383476,0.9529572,0.043843977],"study_design_scores_gemma":[0.00006691847,0.00010021223,0.018479444,0.00009066157,0.00001050412,0.0002327639,0.0016256367,0.00008064798,0.00035181644,0.0002520431,0.9786881,0.000021233745],"about_ca_topic_score_codex":0.121550255,"about_ca_topic_score_gemma":0.53483564,"teacher_disagreement_score":0.14768195,"about_ca_system_score_codex":0.0019950592,"about_ca_system_score_gemma":0.005975417,"threshold_uncertainty_score":0.24168551},"labels":[],"label_agreement":null},{"id":"W2549745386","doi":"","title":"Supportive Housing in Australian and North American Contexts","year":2008,"lang":"en","type":"article","venue":"Parity","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Political science; History","score_opus":0.04873339789664482,"score_gpt":0.33783017338949506,"score_spread":0.28909677549285023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549745386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92865074,0.006250585,0.00034263034,0.006808384,0.00016664345,0.000048861082,0.00004247781,0.000008973316,0.057680618],"genre_scores_gemma":[0.9936433,0.0026373642,0.0002826744,0.00038308153,0.00001186811,0.000030043004,0.000012623878,0.0000024430367,0.0029965602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970995,0.0014059577,0.000066675115,0.00014431484,0.00047164698,0.0008119332],"domain_scores_gemma":[0.9978282,0.0003417949,0.00020845805,0.00007587138,0.00061817764,0.0009275911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209425,0.00020949462,0.00031132795,0.0013956398,0.01670681,0.0036870225,0.0009940554,0.00092401175,0.0026494775],"category_scores_gemma":[0.0042662225,0.0002238334,0.00015394005,0.003088303,0.005181947,0.0017827123,0.007300977,0.0012690006,0.00011664428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019637006,0.00028390047,0.07194211,0.0005245314,0.000028633416,0.0018950258,0.69132525,0.00035010438,0.0007916891,0.084398456,0.0095197605,0.13874422],"study_design_scores_gemma":[0.000007233072,0.00014867615,0.26292762,0.000515704,0.00002967755,0.00057198183,0.66680956,0.00033509513,0.00021816141,0.0051624454,0.06321975,0.000054101005],"about_ca_topic_score_codex":0.5095253,"about_ca_topic_score_gemma":0.8225672,"teacher_disagreement_score":0.4904747,"about_ca_system_score_codex":0.01103483,"about_ca_system_score_gemma":0.014638302,"threshold_uncertainty_score":0.9867264},"labels":[],"label_agreement":null},{"id":"W2563475533","doi":"10.7563/ssd_02_04_09","title":"Co-caring in senior cohousing: A Canadian model for social sustainability","year":2013,"lang":"en","type":"article","venue":"Social Sciences Directory","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sociology; Environmental ethics; Engineering ethics; Engineering; Ecology; Philosophy","score_opus":0.07032567967536087,"score_gpt":0.3918158735936715,"score_spread":0.32149019391831063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563475533","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07256242,0.002154705,0.011114523,0.045194127,0.00083459273,0.00031161122,0.00017848563,0.00014335857,0.8675062],"genre_scores_gemma":[0.8413,0.0047299974,0.014272686,0.005861402,0.00009255146,0.00027401283,0.00014641344,0.00012071088,0.13320224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980434,0.0005692612,0.00003171235,0.00022810821,0.0005723423,0.00055502687],"domain_scores_gemma":[0.99818295,0.0001292861,0.000047392994,0.00006722567,0.0006494224,0.00092370494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021352374,0.00060622854,0.00028489035,0.0017315059,0.02672745,0.006544078,0.0020525057,0.0019127424,0.01188702],"category_scores_gemma":[0.0025686864,0.00025985623,0.0005692236,0.0022610722,0.011140247,0.0031528012,0.006547315,0.0032996957,0.00091386406],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056301786,0.00020797152,0.006840912,0.00015782217,0.00001744311,0.00073533156,0.10321092,0.0012397295,0.00062079827,0.73339283,0.06094143,0.092578486],"study_design_scores_gemma":[0.000038039485,0.00009473785,0.0070229108,0.00038069696,0.00003465999,0.000331303,0.07775226,0.0025989604,0.00020329219,0.07594528,0.835504,0.000093823975],"about_ca_topic_score_codex":0.9608324,"about_ca_topic_score_gemma":0.98284274,"teacher_disagreement_score":0.07994072,"about_ca_system_score_codex":0.07994072,"about_ca_system_score_gemma":0.11447933,"threshold_uncertainty_score":0.5800133},"labels":[],"label_agreement":null},{"id":"W2583110973","doi":"10.22230/cjnser.2016v7n2a246","title":"MB-Sustainable [R]evolution: Permaculture in Ecovillages, Urban Farms, and Communities Worldwide","year":2017,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geography; Environmental planning; Ecology; Environmental resource management; Environmental science; Biology","score_opus":0.07957460295379243,"score_gpt":0.38043765721447764,"score_spread":0.3008630542606852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583110973","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008106613,0.013147563,0.004703676,0.26971215,0.031549737,0.00016356102,0.0019552845,0.0026790209,0.66798234],"genre_scores_gemma":[0.024324166,0.0035485676,0.0044758082,0.01499311,0.0020388984,0.000093989715,0.00094833906,0.0006172293,0.9489599],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9992077,0.00012570048,0.00001707178,0.00006345755,0.0003595979,0.00022654048],"domain_scores_gemma":[0.997626,0.00012963325,0.000076580625,0.00012088345,0.0006589004,0.0013880191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018087331,0.00053119665,0.000284474,0.00059887255,0.0026764774,0.0066549145,0.001113261,0.0031511036,0.19119087],"category_scores_gemma":[0.0027166747,0.00025328578,0.00035176272,0.0008417424,0.0013641807,0.0040232576,0.0046330835,0.0026645178,0.044534516],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022822956,0.000039493167,0.00055901083,0.00006075173,0.000002040812,0.000039020408,0.00024662315,0.000039057526,0.0004198571,0.012102672,0.9030686,0.08340002],"study_design_scores_gemma":[0.000004549454,0.000025800331,0.0020183905,0.000078143916,0.000001725558,0.00003547008,0.000624307,0.00006760645,0.00018570057,0.0023971675,0.9945517,0.000009477862],"about_ca_topic_score_codex":0.03529542,"about_ca_topic_score_gemma":0.11160592,"teacher_disagreement_score":0.19119087,"about_ca_system_score_codex":0.0023479324,"about_ca_system_score_gemma":0.0053129233,"threshold_uncertainty_score":0.6395972},"labels":[],"label_agreement":null},{"id":"W2745733667","doi":"10.36939/cjur/vol26no1/art66","title":"The Death and Life of the Single-Family House: Lessons from Vancouver on Building a Livable City","year":2017,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Single-family detached home; Architectural engineering; Engineering; Political science; Law","score_opus":0.1950229020373794,"score_gpt":0.40612284128110837,"score_spread":0.21109993924372897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745733667","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07683542,0.06436906,0.0009118782,0.6630631,0.044008553,0.00024260186,0.00028248815,0.000083691695,0.15020326],"genre_scores_gemma":[0.36372694,0.07019377,0.0015722099,0.13695072,0.0062060603,0.0002795709,0.00028436835,0.00049948035,0.4202869],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977977,0.0008462454,0.000049838585,0.00016301752,0.00046844684,0.0006748028],"domain_scores_gemma":[0.9954093,0.0011886698,0.00009726343,0.00005736835,0.0009782731,0.0022690673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029942035,0.001152048,0.00095139234,0.00071670144,0.03843075,0.012765394,0.0025433141,0.006346182,0.00905689],"category_scores_gemma":[0.007150432,0.00074264617,0.00048366972,0.0011912425,0.010186865,0.003432477,0.0057382393,0.02341367,0.0015770796],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076000375,0.00007684536,0.0015965615,0.00037219914,0.000026710768,0.0018732088,0.3035406,0.0002561793,0.00036703513,0.008472046,0.64140743,0.041935135],"study_design_scores_gemma":[0.000009547232,0.000036472637,0.0019291018,0.0006980074,0.000011079272,0.0003855066,0.4092521,0.00004219215,0.000122030695,0.0016695486,0.58580357,0.00004087797],"about_ca_topic_score_codex":0.76946414,"about_ca_topic_score_gemma":0.94504833,"teacher_disagreement_score":0.23053586,"about_ca_system_score_codex":0.021765998,"about_ca_system_score_gemma":0.033231325,"threshold_uncertainty_score":0.46378702},"labels":[],"label_agreement":null},{"id":"W2752998557","doi":"","title":"The River is the Solution: Infrastructure of Dwelling in Calgary’s Urban Landscape","year":2017,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Green infrastructure","score_opus":0.01783432513994974,"score_gpt":0.3032450286385527,"score_spread":0.2854107034986029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752998557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791437,0.00036493916,0.00015323868,0.0052800756,0.000014133584,0.000021360442,0.00014697551,0.000005261196,0.014870262],"genre_scores_gemma":[0.99695826,0.00028131908,0.0001241525,0.00023172985,0.00000565566,0.000009967199,0.00006544648,0.0000051502834,0.002318291],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993525,0.00013687457,0.00001112559,0.000052969517,0.00005479687,0.000391779],"domain_scores_gemma":[0.9994735,0.00008244621,0.0000840991,0.00002859901,0.000093649476,0.00023774045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039223448,0.00016752044,0.00018966333,0.0009796241,0.004639326,0.0044155624,0.0016009673,0.0011812499,0.004904896],"category_scores_gemma":[0.0013856554,0.000263864,0.00022364505,0.0031754859,0.0037020203,0.00193187,0.005092645,0.0016011883,0.00015903817],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013377672,0.0002450134,0.54330385,0.00022583338,0.00010117044,0.004850324,0.28378648,0.0024856164,0.0011969211,0.06266802,0.01900308,0.08199996],"study_design_scores_gemma":[0.0000053071917,0.000042480642,0.48654515,0.00012153469,0.00002848892,0.00019925596,0.49602574,0.0004489508,0.00008559045,0.0025225598,0.013951242,0.000023573724],"about_ca_topic_score_codex":0.734561,"about_ca_topic_score_gemma":0.9281512,"teacher_disagreement_score":0.26543897,"about_ca_system_score_codex":0.014541264,"about_ca_system_score_gemma":0.00939598,"threshold_uncertainty_score":0.53400433},"labels":[],"label_agreement":null},{"id":"W2762818010","doi":"10.3384/rela.2000-7426.rela9092","title":"Learning to live and work together in an ecovillage community of practice","year":2017,"lang":"en","type":"article","venue":"European Journal for Research on the Education and Learning of Adults","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Competition (biology); Pedagogy; Individualism; Informal learning; Work (physics); Public relations; Political science; Engineering; Ecology","score_opus":0.14282255621272366,"score_gpt":0.48944401156902706,"score_spread":0.3466214553563034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762818010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90936404,0.000655507,0.015828386,0.010226316,0.00013066945,0.00050216226,0.000029391698,0.000101010315,0.06316247],"genre_scores_gemma":[0.96716064,0.00066071865,0.017934993,0.00083200453,0.000039775776,0.00026451176,0.00003455878,0.000016611493,0.013056188],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99474394,0.0032371997,0.00011189849,0.0006159426,0.0005328348,0.0007581651],"domain_scores_gemma":[0.9947247,0.0013897953,0.00051172345,0.00032171188,0.0003838131,0.0026682059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006588083,0.00043776655,0.0003900576,0.0010242957,0.006767748,0.006156072,0.0017167267,0.002536941,0.005783204],"category_scores_gemma":[0.0064183674,0.00034071214,0.0003841976,0.00053419336,0.009182928,0.005952288,0.009683198,0.002156651,0.001448363],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052386633,0.0023720167,0.013530361,0.00027587378,0.000018742197,0.0012256592,0.84704125,0.00037048463,0.0021464422,0.030702105,0.0052315313,0.09703308],"study_design_scores_gemma":[0.00010225998,0.0013708514,0.013271425,0.000950535,0.000030316482,0.0014945132,0.7594979,0.0013327637,0.0011638359,0.044619445,0.17607576,0.00009040029],"about_ca_topic_score_codex":0.0026877772,"about_ca_topic_score_gemma":0.009182516,"teacher_disagreement_score":0.006767748,"about_ca_system_score_codex":0.002034238,"about_ca_system_score_gemma":0.005852537,"threshold_uncertainty_score":0.034841537},"labels":[],"label_agreement":null},{"id":"W2773226800","doi":"","title":"Housing Horizons: Models for Real Estate and Community Investment","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Real estate; Futures studies; Futures contract; Population; Transformational leadership; Business; Economics; Public relations; Sociology; Finance; Political science; Computer science","score_opus":0.16429865926673395,"score_gpt":0.3879234146892942,"score_spread":0.22362475542256025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773226800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060783256,0.002774713,0.17274901,0.012701516,0.00030715956,0.00015445262,0.0009952079,0.00028906696,0.7492456],"genre_scores_gemma":[0.89013004,0.0019028386,0.031783834,0.00024604733,0.00006073169,0.00024529133,0.00035194762,0.000106043786,0.07517331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99946827,0.00028161798,0.000011404986,0.00006157062,0.000086752276,0.00009039677],"domain_scores_gemma":[0.99916005,0.00036249313,0.000060710452,0.00007610535,0.00011417339,0.0002263554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095097645,0.00068855524,0.00031330445,0.00093745306,0.002134438,0.0053189467,0.0013269053,0.0014161856,0.020194894],"category_scores_gemma":[0.0021908747,0.00030392635,0.00076255546,0.001429267,0.0042624036,0.00339007,0.0021469328,0.0013362151,0.0011830888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073514457,0.000014335074,0.0005357628,0.000015454363,0.000004185493,0.00004441437,0.00073446834,0.00917112,0.000024172969,0.9841607,0.0022850537,0.0030029202],"study_design_scores_gemma":[0.000027496999,0.000024769603,0.0009707995,0.0001002292,0.000023729226,0.000085754946,0.0027545244,0.08259226,0.00007837097,0.7932853,0.12003598,0.000020810965],"about_ca_topic_score_codex":0.15018213,"about_ca_topic_score_gemma":0.23358418,"teacher_disagreement_score":0.15018213,"about_ca_system_score_codex":0.012549657,"about_ca_system_score_gemma":0.0060077854,"threshold_uncertainty_score":0.29861593},"labels":[],"label_agreement":null},{"id":"W2787144200","doi":"10.26689/jard.v2i1.279","title":"Cooperative Housing and Cohousing in Canada: The Pursuit of Happiness in the Common Courtyards","year":2018,"lang":"en","type":"article","venue":"Journal of Architectural Research and Development","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Sociology; Architectural engineering; Public relations; Psychology; Engineering; Political science; Social psychology","score_opus":0.08104225574175919,"score_gpt":0.38863334933518745,"score_spread":0.3075910935934283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787144200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873604,0.00053062756,0.00022390761,0.0009371445,0.000025181922,0.000018689467,0.00012724979,0.000008841928,0.01076807],"genre_scores_gemma":[0.99738723,0.00027630365,0.00013428171,0.000080633174,0.000002377275,0.0000052496157,0.000040034112,0.000003712385,0.0020702253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99888736,0.00017195642,0.000018740024,0.00009902804,0.0003100498,0.0005129207],"domain_scores_gemma":[0.9990312,0.00007127704,0.00009596177,0.000029561506,0.00030548984,0.00046649075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006834786,0.00024362255,0.0003504991,0.0006838451,0.017882507,0.0028242199,0.0009564242,0.00042398658,0.0030357866],"category_scores_gemma":[0.0013245891,0.00018881528,0.00026670995,0.0020987971,0.0060380762,0.00085421005,0.0032513891,0.00094510074,0.0001319184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020604955,0.00010557928,0.23102494,0.0001751761,0.00004635171,0.0015973034,0.67057127,0.0004751152,0.0022229424,0.010764718,0.010993743,0.07181677],"study_design_scores_gemma":[0.0000041880926,0.00005925901,0.2590902,0.00010141276,0.000016286487,0.00017972507,0.7067583,0.0002614846,0.0002590772,0.0004119428,0.032801747,0.000056386703],"about_ca_topic_score_codex":0.99135476,"about_ca_topic_score_gemma":0.9978619,"teacher_disagreement_score":0.03976678,"about_ca_system_score_codex":0.03976678,"about_ca_system_score_gemma":0.039890133,"threshold_uncertainty_score":0.28852952},"labels":[],"label_agreement":null},{"id":"W2800820808","doi":"10.7203/ciriec-e.92.9266","title":"Las cooperativas de viviendas de cesión de uso: experiencias emergentes en España","year":2018,"lang":"es","type":"article","venue":"CIRIEC-España revista de economía pública social y cooperativa","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","score_opus":0.018661744820983518,"score_gpt":0.3439985372468361,"score_spread":0.32533679242585256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800820808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9278589,0.0010001416,0.0018277175,0.0029724697,0.00003270855,0.000023506254,0.00003589489,0.000009743178,0.06623893],"genre_scores_gemma":[0.9914555,0.00083986466,0.00034932306,0.00018938893,0.000007113883,0.000014233661,0.000020123205,0.0000059513927,0.007118556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984251,0.0008199652,0.000036256897,0.0001558937,0.00023023692,0.0003325266],"domain_scores_gemma":[0.9986929,0.000644942,0.00012060109,0.000097701515,0.00020770167,0.00023606153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024905968,0.00031732116,0.0002701176,0.0005912996,0.0066901697,0.0051140036,0.0007591875,0.0012154307,0.003832416],"category_scores_gemma":[0.0025923648,0.00016138983,0.00021615624,0.0013244187,0.010613019,0.0023858154,0.0057225064,0.0015807006,0.00020286911],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005135973,0.000037951384,0.012058079,0.00010358292,0.000014125246,0.0012256899,0.92491275,0.00019371483,0.0020788724,0.03752248,0.0011730881,0.020628244],"study_design_scores_gemma":[0.0000055802607,0.00004450281,0.020097401,0.00011400261,0.000011024193,0.0003195414,0.9180931,0.0001725632,0.0004227777,0.0068966625,0.053798605,0.000024247407],"about_ca_topic_score_codex":0.074380904,"about_ca_topic_score_gemma":0.11254329,"teacher_disagreement_score":0.074380904,"about_ca_system_score_codex":0.0048436164,"about_ca_system_score_gemma":0.0044579413,"threshold_uncertainty_score":0.14789593},"labels":[],"label_agreement":null},{"id":"W2801355811","doi":"","title":"Multi-Residential - Sold - 5Bedrooms - 2Bathrooms - Price $229,900 - 1","year":2016,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Commerce","score_opus":0.034247652302321054,"score_gpt":0.3389882570144708,"score_spread":0.3047406047121497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801355811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072427313,0.00039656702,0.0007932993,0.00076230266,0.0014166482,0.0004992847,0.0054394463,0.0030074802,0.9804422],"genre_scores_gemma":[0.004243714,0.00009647628,0.0002593524,0.00015498785,0.000071486094,0.00004086368,0.0017565993,0.00039037288,0.99298626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994247,0.000041134244,0.000018769104,0.00010282635,0.0002262962,0.00018626978],"domain_scores_gemma":[0.99825853,0.00010389157,0.000030306688,0.00015357196,0.00029838207,0.0011553651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004992028,0.0016150152,0.0010762304,0.0014594732,0.0032389082,0.0032151681,0.0022434976,0.002202323,0.9569691],"category_scores_gemma":[0.0010267675,0.0011736556,0.0013939197,0.0011114505,0.0006623571,0.0026269273,0.0042319675,0.0018608406,0.8974982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006727283,0.0006972156,0.00152817,0.0001663475,0.000014422594,0.00015146402,0.00006139224,0.00017157294,0.0019981526,0.0006890101,0.88848567,0.10536389],"study_design_scores_gemma":[0.0003547424,0.00045916362,0.013122124,0.0001298014,0.000021026324,0.00022120365,0.0006636486,0.0004156113,0.0006367045,0.00042400803,0.98351294,0.000038995568],"about_ca_topic_score_codex":0.01684738,"about_ca_topic_score_gemma":0.07519172,"teacher_disagreement_score":0.043030918,"about_ca_system_score_codex":0.0010802123,"about_ca_system_score_gemma":0.0012938577,"threshold_uncertainty_score":0.06137836},"labels":[],"label_agreement":null},{"id":"W2808377310","doi":"10.15273/jue.v5i1.8264","title":"Constructing Home and Community in Halifax Housing Cooperatives","year":2015,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Affordable housing; Sustainable community; Public housing; Scarcity; Identity (music); Sustainability; Variety (cybernetics); Economic growth; Space (punctuation); Business; Sociology; Public relations; Political science; Economics","score_opus":0.10833093431116068,"score_gpt":0.3838495873007337,"score_spread":0.275518652989573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808377310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861734,0.00015212642,0.0004419932,0.0008749889,0.000015802036,0.0000476027,0.00002043485,0.000007905741,0.012265753],"genre_scores_gemma":[0.9967573,0.00008878303,0.0003189863,0.000071246155,0.0000028808172,0.000020247491,0.0000091555585,0.00000318951,0.0027282133],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99818903,0.0008650653,0.000020959242,0.00014561146,0.0001763129,0.0006030422],"domain_scores_gemma":[0.99885,0.00031689907,0.00010733317,0.000054918488,0.00015400359,0.00051695085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017407888,0.00026863904,0.00027903635,0.000908388,0.019765373,0.0031103564,0.0009887104,0.00086743163,0.0028127492],"category_scores_gemma":[0.001753949,0.0002606711,0.00011952128,0.0010024556,0.013677888,0.0021136547,0.006002182,0.00092174223,0.00013334713],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026180838,0.000066799024,0.008468674,0.000030260671,0.000002214502,0.00096062117,0.96929246,0.00010115599,0.0004667927,0.011992414,0.0014180574,0.0071743988],"study_design_scores_gemma":[0.0000031756476,0.000025360363,0.004391571,0.000026361276,0.0000021781368,0.00013254557,0.98025995,0.00011543665,0.00008465879,0.00055757165,0.014393064,0.000008205376],"about_ca_topic_score_codex":0.49940288,"about_ca_topic_score_gemma":0.72929037,"teacher_disagreement_score":0.5005971,"about_ca_system_score_codex":0.014786839,"about_ca_system_score_gemma":0.012320511,"threshold_uncertainty_score":0.99299204},"labels":[],"label_agreement":null},{"id":"W2901320521","doi":"","title":"Aging Well: User Centred Principles for Aging in Community","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Aging in place; Public relations; Retirement community; Documentation; Gerontology; Independent living; Exploratory research; Sociology; Psychology; Political science; Medicine; Computer science; Social science","score_opus":0.13743954327846478,"score_gpt":0.37482713517686916,"score_spread":0.2373875918984044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901320521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060353945,0.0010138113,0.88096875,0.0117599955,0.00037637618,0.0009678404,0.00011494073,0.002119394,0.09664361],"genre_scores_gemma":[0.10502585,0.0013119769,0.83616173,0.0029068508,0.00016324024,0.003202504,0.00020576057,0.001021741,0.05000032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9817687,0.011658468,0.00088921655,0.0011062201,0.0038948327,0.0006825537],"domain_scores_gemma":[0.9877079,0.00583883,0.00039065938,0.0029941713,0.0020655142,0.0010030012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02264511,0.0009851955,0.0006409398,0.0021395364,0.003722858,0.010506977,0.0036515673,0.0044179964,0.0077931206],"category_scores_gemma":[0.019259669,0.0010931013,0.001388233,0.0012911403,0.014395212,0.010852701,0.009928325,0.0054311813,0.0039962297],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039651954,0.00017643413,0.0011080643,0.0005179262,0.000018299615,0.00048182916,0.048485246,0.0008785173,0.002240201,0.8299705,0.018677352,0.097406015],"study_design_scores_gemma":[0.000038938262,0.00015941696,0.0005890937,0.0006353072,0.00003976324,0.0011054128,0.007297291,0.0040851003,0.002006665,0.2425103,0.7414682,0.00006452094],"about_ca_topic_score_codex":0.002839107,"about_ca_topic_score_gemma":0.005637542,"teacher_disagreement_score":0.02264511,"about_ca_system_score_codex":0.0021425192,"about_ca_system_score_gemma":0.0048569404,"threshold_uncertainty_score":0.119760275},"labels":[],"label_agreement":null},{"id":"W2903554168","doi":"","title":"Connecting a Memphis Community to the Built Environment through Equity","year":2017,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Memphis; Equity (law); Business; Built environment; Architectural engineering; Geography; Engineering; Political science; Civil engineering; Geology","score_opus":0.10039811989789298,"score_gpt":0.40929153520615047,"score_spread":0.3088934153082575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903554168","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030491201,0.0017852834,0.013724525,0.6927408,0.009855854,0.0004287529,0.00014478769,0.00022673534,0.2506021],"genre_scores_gemma":[0.57676005,0.0025221733,0.019098531,0.22948003,0.004374568,0.0024464307,0.000105394756,0.00046033444,0.16475257],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861215,0.0105823325,0.00011970935,0.00044403292,0.0007945201,0.0019379103],"domain_scores_gemma":[0.96853995,0.015802408,0.000858734,0.0014262466,0.002105156,0.011267384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025779055,0.000571164,0.0002735873,0.0008385354,0.01609005,0.010188064,0.0013809379,0.0056768535,0.06049128],"category_scores_gemma":[0.03452955,0.00041701295,0.0003996394,0.00055015495,0.015725657,0.011799252,0.020388063,0.011302735,0.0049745385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012398147,0.0002800109,0.00198019,0.00034629612,0.000021482481,0.00073179806,0.11366482,0.0004392805,0.0010296482,0.2269044,0.54167277,0.11280533],"study_design_scores_gemma":[0.00003879294,0.00008197059,0.0010443145,0.0005918865,0.000005338261,0.00008610933,0.08142897,0.00039335864,0.0003607253,0.085425355,0.83050585,0.000037356007],"about_ca_topic_score_codex":0.0045141536,"about_ca_topic_score_gemma":0.011623841,"teacher_disagreement_score":0.06049128,"about_ca_system_score_codex":0.0040898775,"about_ca_system_score_gemma":0.01726045,"threshold_uncertainty_score":0.20236349},"labels":[],"label_agreement":null},{"id":"W2903771911","doi":"10.22215/etd/2012-09556","title":"House as a city : re-contructing Vancouver's urban imaginary in master-planned neighbourhoods, South False Creek (1976-1986) and Concord Pacific Place (1990-2000)","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Imaginary; Geography; Humanities; Cartography; Art; Psychology; Psychoanalysis","score_opus":0.023839030381304194,"score_gpt":0.29491014406585586,"score_spread":0.27107111368455167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903771911","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92656785,0.0026301793,0.00031693673,0.005211884,0.00024738698,0.000092070564,0.00040110893,0.000014749338,0.06451774],"genre_scores_gemma":[0.9619831,0.0017316659,0.00027242498,0.00021669525,0.000021120657,0.000025299316,0.0002591569,0.000021949842,0.03546871],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859816,0.00040719466,0.000042620373,0.00013926494,0.00031329118,0.0004994142],"domain_scores_gemma":[0.9982243,0.0002304553,0.0001719098,0.00009027178,0.0005299228,0.00075304904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013744477,0.00027799758,0.00027014647,0.0022452585,0.014108207,0.009274434,0.0014216724,0.00088772166,0.006895598],"category_scores_gemma":[0.0039401427,0.00035951208,0.00016246183,0.0058368,0.00657502,0.0019887355,0.00564848,0.0020597961,0.00052532967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007975536,0.00007022395,0.057310104,0.00013093537,0.000011532928,0.0008721764,0.8321578,0.00024617344,0.0002528975,0.013698343,0.014475689,0.08069444],"study_design_scores_gemma":[0.000003620619,0.000017414892,0.08144166,0.00014132878,0.000008979255,0.000101080026,0.83806616,0.00007347076,0.000117417476,0.00048343706,0.07953379,0.000011709771],"about_ca_topic_score_codex":0.9442202,"about_ca_topic_score_gemma":0.9915175,"teacher_disagreement_score":0.055779815,"about_ca_system_score_codex":0.03362285,"about_ca_system_score_gemma":0.042887505,"threshold_uncertainty_score":0.24395198},"labels":[],"label_agreement":null},{"id":"W2907183588","doi":"10.17269/s41997-018-0163-1","title":"Public health should promote co-operative housing and cohousing","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Situated; Recreation; Public housing; Inclusion (mineral); Indigenous; Mental health; Public health; Economic growth; Sociology; Political science; Psychology; Medicine; Nursing; Social science; Economics","score_opus":0.17661850985572491,"score_gpt":0.394145800821383,"score_spread":0.2175272909656581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907183588","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09067032,0.0030864468,0.0036574635,0.7726004,0.012121671,0.000875766,0.00027495692,0.00028201164,0.11643102],"genre_scores_gemma":[0.7558874,0.0034640522,0.008112731,0.17231469,0.004170055,0.0011345723,0.00042146115,0.00012513326,0.05436988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99143267,0.002170279,0.00019814103,0.00041737204,0.0015919615,0.004189624],"domain_scores_gemma":[0.95326865,0.0019318733,0.0015343155,0.00085136737,0.004815148,0.03759857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075327153,0.00065625994,0.00064983626,0.0012204627,0.013562941,0.0053563844,0.00424818,0.008672357,0.026050443],"category_scores_gemma":[0.013722456,0.0004640427,0.0012972147,0.0012469841,0.00667211,0.0060896203,0.016473697,0.011690211,0.0022090834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025542005,0.0065889503,0.07509718,0.0014570567,0.00016850661,0.0011831541,0.024288908,0.00038249264,0.0020289454,0.08120403,0.5444601,0.26288527],"study_design_scores_gemma":[0.00048778747,0.0008185802,0.18131189,0.0020801292,0.00017257906,0.000786111,0.123216465,0.0006171265,0.0010967841,0.047014095,0.64218247,0.0002159513],"about_ca_topic_score_codex":0.16885807,"about_ca_topic_score_gemma":0.38037908,"teacher_disagreement_score":0.16885807,"about_ca_system_score_codex":0.0077510164,"about_ca_system_score_gemma":0.09757505,"threshold_uncertainty_score":0.3357504},"labels":[],"label_agreement":null},{"id":"W2916154002","doi":"","title":"Partizipation im Wohnquartier - Ältere Menschen als (Ko-)Produzenten in der Quartiersentwicklung (Participation in the residential quarter - Older people as (co-) producers in the district development)","year":2017,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Quarter (Canadian coin); Older people; Geography; Gerontology; Medicine","score_opus":0.05050473347244401,"score_gpt":0.37249567682947826,"score_spread":0.32199094335703426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916154002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92876047,0.0047239107,0.0020610234,0.00427364,0.00023939695,0.00006432107,0.00015188144,0.000060415296,0.05966499],"genre_scores_gemma":[0.9674374,0.0027021759,0.0010483674,0.00048240292,0.000025562467,0.000039649018,0.00007714119,0.000023085242,0.028164227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991912,0.00038341558,0.000047290716,0.00011327479,0.00010358184,0.00016117215],"domain_scores_gemma":[0.99951565,0.0001195131,0.00011801534,0.00004047719,0.000060692226,0.00014580568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089609,0.00018141221,0.00022680752,0.000387886,0.0023831315,0.002581006,0.00033146347,0.0005183719,0.008525938],"category_scores_gemma":[0.0014539604,0.00013444142,0.0001784657,0.00058363075,0.0020360518,0.0016725798,0.0044070785,0.00071657234,0.0013286524],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012840047,0.00021808641,0.04369087,0.00046476276,0.000043493626,0.002592414,0.72500765,0.00016428683,0.0042840913,0.033880707,0.014683156,0.17484213],"study_design_scores_gemma":[0.000016513357,0.0002745549,0.059063196,0.00042068237,0.00005338956,0.0021531666,0.5071027,0.00021861264,0.001615398,0.005691032,0.42335066,0.00004012415],"about_ca_topic_score_codex":0.0039303023,"about_ca_topic_score_gemma":0.012159203,"teacher_disagreement_score":0.008525938,"about_ca_system_score_codex":0.00084192725,"about_ca_system_score_gemma":0.00091121695,"threshold_uncertainty_score":0.028522074},"labels":[],"label_agreement":null},{"id":"W2955515875","doi":"10.22215/etd/2019-13551","title":"Design Handbook for Canadian Co-housing","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Public housing; Architectural engineering; Isolation (microbiology); Social isolation; Process (computing); Subject (documents); Sociology; Engineering; Political science; Environmental planning; Civil engineering; Geography; Psychology; Computer science; Social psychology","score_opus":0.051258812477167355,"score_gpt":0.36941199041045847,"score_spread":0.3181531779332911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955515875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024049587,0.01007561,0.080134235,0.004051709,0.0020406428,0.0013271221,0.01345971,0.0051823976,0.8813237],"genre_scores_gemma":[0.010224075,0.009382614,0.10156973,0.0009922067,0.0000863533,0.00094128976,0.0074771307,0.0021803915,0.86714613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757737,0.00016434221,0.00010637632,0.00014432809,0.0018414243,0.0001662119],"domain_scores_gemma":[0.9970084,0.00026562603,0.00006579033,0.00024327167,0.0021979494,0.000218944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016827727,0.001643803,0.00066071,0.0037526246,0.005489704,0.0036229866,0.0021351085,0.0014941237,0.16728647],"category_scores_gemma":[0.0036945236,0.0010439706,0.0006549085,0.0058291736,0.0013736285,0.001637754,0.0020792799,0.0021128564,0.050531797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004899039,0.00005643494,0.0004122115,0.00046776232,0.000004380889,0.00013437321,0.0016334662,0.0012598584,0.0019725314,0.03416091,0.677324,0.2825251],"study_design_scores_gemma":[0.0000020557056,0.0000045778856,0.00025225276,0.000058349007,0.0000012285532,0.000038742917,0.00013662515,0.00011338564,0.00010757263,0.0006170959,0.99865925,0.000008766189],"about_ca_topic_score_codex":0.7526879,"about_ca_topic_score_gemma":0.9366525,"teacher_disagreement_score":0.24731213,"about_ca_system_score_codex":0.024175094,"about_ca_system_score_gemma":0.042964716,"threshold_uncertainty_score":0.55962896},"labels":[],"label_agreement":null},{"id":"W2964027178","doi":"","title":"Alternative building materials and community development: Are building regulations limiting the potential for more affordable, efficient homes in Ontario?","year":2015,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Limiting; Business; Environmental planning; Architectural engineering; Economic growth; Engineering; Environmental science; Economics","score_opus":0.042687404957686914,"score_gpt":0.2762971467559787,"score_spread":0.2336097417982918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964027178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6349757,0.025550293,0.0014039247,0.115626186,0.00036900895,0.00009280131,0.00030356192,0.000029793135,0.22164874],"genre_scores_gemma":[0.9572569,0.014375225,0.0012465655,0.0032136608,0.00007102726,0.000031210337,0.00006797826,0.000013901907,0.023723453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981824,0.00040206072,0.000049429626,0.0001518187,0.0006965415,0.00051773037],"domain_scores_gemma":[0.99842227,0.00036890586,0.000375139,0.00006033956,0.00044154297,0.00033181036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014773485,0.0001681245,0.00021515078,0.0009012101,0.00657936,0.006056523,0.0011966657,0.0018820721,0.012938473],"category_scores_gemma":[0.0025291496,0.00022053927,0.00026340905,0.0016906607,0.0057115806,0.0034219362,0.0024642153,0.0013658187,0.0003932907],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029253046,0.0007335457,0.08370951,0.0018026518,0.000040601884,0.0047780345,0.12491444,0.0007814725,0.0034192693,0.39418212,0.042693015,0.34265274],"study_design_scores_gemma":[0.000022979548,0.00017067596,0.17461747,0.0020503541,0.00003980819,0.0010158478,0.25037128,0.00060930697,0.0014650511,0.036900323,0.53266054,0.0000763324],"about_ca_topic_score_codex":0.5230913,"about_ca_topic_score_gemma":0.85067767,"teacher_disagreement_score":0.47690868,"about_ca_system_score_codex":0.017496765,"about_ca_system_score_gemma":0.020289296,"threshold_uncertainty_score":0.95943457},"labels":[],"label_agreement":null},{"id":"W2990698691","doi":"10.22215/etd/2016-11590","title":"Building a Community: A Vernacular Strategy for Mixed Income Residential Housing in St. John's Newfoundland","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Vernacular; Accommodation; Sustainable living; Affordable housing; Geography; Community design; Sustainable community; Population; Architectural engineering; Economic growth; Environmental planning; Sustainability; Sociology; Engineering; Political science; Economics; Archaeology; Psychology; Ecology","score_opus":0.036851525264268256,"score_gpt":0.3709477746601508,"score_spread":0.3340962493958825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990698691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6944742,0.0010765662,0.007387233,0.010440161,0.00026729458,0.00023480585,0.00010786137,0.00010135973,0.2859105],"genre_scores_gemma":[0.87399626,0.0010748167,0.012569453,0.0009897946,0.00002083062,0.00011775986,0.00007163746,0.00005783321,0.11110168],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993647,0.00024590938,0.000009529324,0.00006739338,0.00009944293,0.00021302722],"domain_scores_gemma":[0.99958986,0.000049226754,0.000023825623,0.000031604275,0.00007322352,0.0002323001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008295529,0.000236952,0.00012394246,0.0004375377,0.0095970705,0.004533542,0.0009548727,0.00044991972,0.006415734],"category_scores_gemma":[0.00052214094,0.00016655191,0.00019590861,0.0005126328,0.0045694592,0.0012891816,0.0037003537,0.0009456353,0.0004353128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012773804,0.00046762326,0.03164553,0.0003708082,0.00003345055,0.0034108046,0.40683573,0.0013540144,0.008962849,0.13673183,0.086248256,0.32381126],"study_design_scores_gemma":[0.000015168168,0.0001950094,0.040343743,0.00031390984,0.000027661472,0.0006048373,0.5544933,0.0008708719,0.0010689272,0.003379121,0.3986371,0.000050345247],"about_ca_topic_score_codex":0.46731338,"about_ca_topic_score_gemma":0.9197557,"teacher_disagreement_score":0.5326866,"about_ca_system_score_codex":0.0110538695,"about_ca_system_score_gemma":0.018242445,"threshold_uncertainty_score":0.92918664},"labels":[],"label_agreement":null},{"id":"W3012520120","doi":"","title":"Collaboration Café: Co-creating Solutions with Non-Profit Housing Providers","year":2016,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Vancouver Foundation","keywords":"Business; Co-creation; Marketing","score_opus":0.05679871205056603,"score_gpt":0.35774389761234526,"score_spread":0.30094518556177924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012520120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14694041,0.0017782302,0.30740026,0.026018057,0.0037125214,0.0048851157,0.006934362,0.06326707,0.43906403],"genre_scores_gemma":[0.40489167,0.0011975806,0.40357897,0.0023031966,0.00070208363,0.0033632445,0.006437317,0.0052172313,0.17230862],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99571323,0.0022055013,0.0001508323,0.00043380933,0.00089098397,0.0006056331],"domain_scores_gemma":[0.9863361,0.004324311,0.00067271694,0.0021194662,0.001786931,0.0047604707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007239827,0.0008983381,0.00055833784,0.0021153088,0.0041035153,0.0060798153,0.001886356,0.0027904583,0.05695957],"category_scores_gemma":[0.01213496,0.0006114405,0.00093915575,0.0022718073,0.00088554295,0.008702601,0.010054955,0.0018376363,0.011139995],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009340415,0.0020019445,0.007192705,0.0011380397,0.00014643848,0.0009847758,0.010400755,0.0012535293,0.00738944,0.037878726,0.5797766,0.350903],"study_design_scores_gemma":[0.00039411645,0.00047200616,0.0031107161,0.00020710367,0.00008371784,0.00036412515,0.0112156095,0.008094322,0.0036106848,0.013255324,0.9590522,0.00014008218],"about_ca_topic_score_codex":0.003046592,"about_ca_topic_score_gemma":0.008958392,"teacher_disagreement_score":0.05695957,"about_ca_system_score_codex":0.0010383729,"about_ca_system_score_gemma":0.0048912717,"threshold_uncertainty_score":0.19054872},"labels":[],"label_agreement":null},{"id":"W3014960592","doi":"10.33774/coe-2020-6jpdq","title":"Courtyard Housing for Health and Happiness","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Happiness; Mental health; Presentation (obstetrics); Architecture; Redevelopment; State (computer science); China; Physical health; Sociology; Psychology; Public relations; Social psychology; Political science; Engineering; Geography; Medicine; Civil engineering; Psychiatry; Computer science; Law","score_opus":0.09976780078730052,"score_gpt":0.41835853413901386,"score_spread":0.31859073335171334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014960592","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33170342,0.013330864,0.0028796073,0.10792811,0.0012669745,0.00006526738,0.00031569434,0.00006283866,0.54244715],"genre_scores_gemma":[0.9793493,0.0016270763,0.00067492237,0.0013788315,0.00014153529,0.000018282302,0.000041003426,0.000011091717,0.016757974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990336,0.0005001693,0.000017321567,0.00008151376,0.00015606801,0.00021144636],"domain_scores_gemma":[0.9992987,0.00013165241,0.00009036523,0.00006177937,0.00010909758,0.00030835796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015748,0.00018063669,0.00015495386,0.00041444745,0.0035404912,0.004510576,0.00029186273,0.0007973094,0.012558726],"category_scores_gemma":[0.0016382516,0.00006815418,0.00020024397,0.00064828456,0.0031878822,0.0018527718,0.0039951783,0.0009519133,0.00063063786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090436624,0.00018415549,0.038454942,0.00027851397,0.00004535766,0.0003603295,0.06202583,0.00046191766,0.00081388623,0.5982693,0.10813038,0.19088508],"study_design_scores_gemma":[0.000017207567,0.00016402476,0.11503283,0.0006062817,0.000024836127,0.00028147904,0.08676108,0.0007145983,0.0009812972,0.08466212,0.7107156,0.00003863448],"about_ca_topic_score_codex":0.012066733,"about_ca_topic_score_gemma":0.023960644,"teacher_disagreement_score":0.012558726,"about_ca_system_score_codex":0.0027409117,"about_ca_system_score_gemma":0.0019880098,"threshold_uncertainty_score":0.04201311},"labels":[],"label_agreement":null},{"id":"W3018127261","doi":"10.22215/etd/2016-11694","title":"Cohousing for Women Baby Boomers: Meaning and Belonging as Design Criteria","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Baby boomers; Meaning (existential); Exploratory research; Sociology; Space (punctuation); Gerontology; Gender studies; Psychology; Medicine; Social science; Demographic economics; Economics","score_opus":0.031572395614227956,"score_gpt":0.36724840965814487,"score_spread":0.3356760140439169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018127261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8372704,0.0039034092,0.0047868504,0.012783575,0.00029440827,0.0002638456,0.00012054552,0.000037939077,0.14053904],"genre_scores_gemma":[0.9879088,0.0013574336,0.0022288652,0.0007296204,0.000020609044,0.00008482229,0.000035420955,0.00001772341,0.007616768],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99645233,0.0018065672,0.00008725726,0.00018277465,0.0008089892,0.0006621127],"domain_scores_gemma":[0.9977837,0.0006260045,0.0002446157,0.00010691289,0.0004467395,0.0007919503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053056506,0.00050514756,0.00042794953,0.001261261,0.01751292,0.00641502,0.0011532468,0.0008588446,0.0040733824],"category_scores_gemma":[0.0055464706,0.00023534911,0.00036828723,0.0015401717,0.016122347,0.0021711034,0.006838083,0.001697897,0.0002241869],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044323508,0.000043368207,0.013191771,0.00016833264,0.000012695652,0.00045927905,0.9231967,0.000034872766,0.0006477099,0.02087384,0.0034614604,0.03786566],"study_design_scores_gemma":[0.000004916855,0.000036998226,0.013236808,0.00024131213,0.000015122436,0.00019293687,0.94196796,0.000055648386,0.0001334658,0.002662831,0.041429527,0.000022428258],"about_ca_topic_score_codex":0.22151148,"about_ca_topic_score_gemma":0.46223584,"teacher_disagreement_score":0.22151148,"about_ca_system_score_codex":0.011998416,"about_ca_system_score_gemma":0.012659011,"threshold_uncertainty_score":0.4404443},"labels":[],"label_agreement":null},{"id":"W3022448948","doi":"10.1093/geroni/igaa011","title":"More Than Just a Room: A Scoping Review of the Impact of Homesharing for Older Adults","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Simon Fraser University; University of Toronto; Office of International Science and Engineering; Employment and Social Development Canada; Government of Ontario","keywords":"Thematic analysis; Agency (philosophy); Gerontology; Psychology; Inclusion (mineral); Independent living; Renting; Aging in place; Qualitative research; Medicine; Social psychology; Sociology; Political science; Social science","score_opus":0.09113945569301196,"score_gpt":0.4624095524923165,"score_spread":0.37127009679930456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022448948","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067661214,0.9979646,0.000101761354,0.00037288273,0.00014412755,0.00010801513,0.00011339953,0.000003613345,0.0005149387],"genre_scores_gemma":[0.0052028215,0.9936202,0.00028642753,0.0004068313,0.000053183125,0.00023563718,0.00009119988,0.0000035292524,0.000100216785],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924508,0.0026728583,0.0026851294,0.00050193444,0.0014311385,0.00025809172],"domain_scores_gemma":[0.962653,0.029271476,0.0038687636,0.0003913783,0.003469553,0.00034577638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011567136,0.0011949115,0.0038129704,0.014622848,0.0014609472,0.0046444554,0.0017879953,0.0029365553,0.0034582203],"category_scores_gemma":[0.045085832,0.0010004472,0.004037169,0.018623414,0.0015258619,0.0042577656,0.002783849,0.0018355183,0.0004377563],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006539538,0.000020438412,0.00053290813,0.8723731,0.0009793808,0.0001747226,0.002700982,0.00010571449,0.0001566378,0.0011891169,0.0035191332,0.11818234],"study_design_scores_gemma":[0.000008858599,0.000037641345,0.0010670746,0.9645224,0.0028519898,0.00017580915,0.0014356347,0.0000251771,0.00006634136,0.0003113673,0.02948375,0.000013915045],"about_ca_topic_score_codex":0.0145699065,"about_ca_topic_score_gemma":0.03698923,"teacher_disagreement_score":0.014622848,"about_ca_system_score_codex":0.0046627056,"about_ca_system_score_gemma":0.019850733,"threshold_uncertainty_score":0.06117356},"labels":[],"label_agreement":null},{"id":"W3024941391","doi":"10.11575/prism/37819","title":"Public Participation on Redesignation Applications: Lessons for and from the City of Calgary’s Planning Process","year":2019,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Public participation; Political science; Environmental planning; Public relations; Geography; Computer science","score_opus":0.07058381657345911,"score_gpt":0.31500917770524467,"score_spread":0.24442536113178556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024941391","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27003813,0.008797469,0.015065664,0.40301836,0.0015356822,0.0015085064,0.00047742287,0.00054823555,0.29901052],"genre_scores_gemma":[0.8929789,0.009925753,0.014905358,0.024609216,0.00034335162,0.0010702952,0.00044570825,0.0006096568,0.055111848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96651924,0.021887602,0.00045159864,0.0013048468,0.003111241,0.0067254356],"domain_scores_gemma":[0.9419375,0.035873227,0.001315063,0.0038532366,0.008788617,0.008232335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033941448,0.0012206098,0.0009394457,0.0022457468,0.03992495,0.031190226,0.007282273,0.0079346225,0.013363715],"category_scores_gemma":[0.04432871,0.0011110065,0.0010070258,0.0042885235,0.025501175,0.015819075,0.022826174,0.015643576,0.0021899263],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013343272,0.0005985523,0.0077372445,0.0004938356,0.000027409877,0.002770415,0.6901353,0.0018130381,0.00026236154,0.06881229,0.10554583,0.121670246],"study_design_scores_gemma":[0.000054178086,0.00009805174,0.006200153,0.0011984394,0.000025476249,0.00013698713,0.6547909,0.000839977,0.00029665706,0.018428676,0.31786618,0.00006433887],"about_ca_topic_score_codex":0.4890946,"about_ca_topic_score_gemma":0.59834546,"teacher_disagreement_score":0.4890946,"about_ca_system_score_codex":0.06593336,"about_ca_system_score_gemma":0.089850016,"threshold_uncertainty_score":0.9724955},"labels":[],"label_agreement":null},{"id":"W3045098036","doi":"","title":"An international parallel design studio about designing for well-being in cohousing for older people: Changing perceptions through social engagement in the city","year":2020,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Perception; Design studio; Sociology; Architectural engineering; Level design; Psychology; Engineering; Computer science; Multimedia; Game design; Telecommunications","score_opus":0.07548176808921266,"score_gpt":0.33650695399299924,"score_spread":0.2610251859037866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045098036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41428342,0.0026879075,0.13705127,0.018686062,0.005032939,0.0038426563,0.0017895373,0.0022763067,0.41434988],"genre_scores_gemma":[0.59720784,0.002665977,0.16034451,0.0042662974,0.00087697874,0.0037190232,0.0019842566,0.0022261417,0.22670902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99489766,0.0031398407,0.0001530409,0.0005199913,0.00062262034,0.00066680426],"domain_scores_gemma":[0.9952047,0.0016351998,0.00013599098,0.0006829547,0.0006711611,0.0016701169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007666923,0.00146374,0.00062660075,0.00088522944,0.006492036,0.0067952625,0.0017761633,0.0019037821,0.023073288],"category_scores_gemma":[0.0066073253,0.00068133505,0.0016489499,0.0011732018,0.004917722,0.0025017979,0.007634551,0.003922779,0.0030793617],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009420281,0.0044235024,0.010384489,0.0013995304,0.00010460763,0.0024428365,0.362849,0.004862612,0.021711526,0.052529793,0.24651834,0.2918317],"study_design_scores_gemma":[0.00018183356,0.0009784972,0.0059622694,0.0004614034,0.00006774133,0.00093483424,0.07190478,0.001267862,0.0048080278,0.0065439735,0.9067759,0.000112949216],"about_ca_topic_score_codex":0.005563144,"about_ca_topic_score_gemma":0.018293029,"teacher_disagreement_score":0.023073288,"about_ca_system_score_codex":0.0034492493,"about_ca_system_score_gemma":0.0057580406,"threshold_uncertainty_score":0.077187836},"labels":[],"label_agreement":null},{"id":"W3090746255","doi":"10.1080/14427591.2020.1821755","title":"Rethinking home: Exploring older adults’ occupational engagement in senior cohousing","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational Science","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Occupational science; Aging in place; Sociology; Gerontology; Person–environment fit; Psychology; Occupational therapy; Social psychology; Medicine","score_opus":0.1574195034383019,"score_gpt":0.38625513451478877,"score_spread":0.22883563107648686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090746255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817693,0.00016102436,0.0001888813,0.00018715813,0.000009130615,0.00001272049,0.0000145686845,0.0000023955906,0.0012471625],"genre_scores_gemma":[0.99897516,0.00014615495,0.00021656012,0.00009132555,0.000003918911,0.000016950105,0.000021863934,0.0000021453063,0.0005258493],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989235,0.0005865513,0.00004641545,0.00010098755,0.00012684627,0.00021569851],"domain_scores_gemma":[0.99881685,0.00045311867,0.00020386957,0.000094594565,0.00019755308,0.00023405011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027203683,0.0003399283,0.00038294902,0.0011048638,0.0034966627,0.0025348475,0.0007965675,0.00082708395,0.0012484981],"category_scores_gemma":[0.00307146,0.00026097946,0.00030323985,0.00069580815,0.003888366,0.002414006,0.0048711165,0.001354828,0.0001499333],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037580085,0.00006373819,0.031333335,0.000057927573,0.0000073229994,0.00044441622,0.95789486,0.000018739012,0.00044599822,0.0003868049,0.00031307616,0.008996292],"study_design_scores_gemma":[0.0000021085423,0.00008096999,0.030594125,0.000055919318,0.0000056792906,0.00016583398,0.9664814,0.000047382855,0.00011105538,0.00029011793,0.0021560034,0.000009316785],"about_ca_topic_score_codex":0.015263005,"about_ca_topic_score_gemma":0.045004964,"teacher_disagreement_score":0.015263005,"about_ca_system_score_codex":0.0015755285,"about_ca_system_score_gemma":0.0013730923,"threshold_uncertainty_score":0.030348301},"labels":[],"label_agreement":null},{"id":"W3111240392","doi":"","title":"Housing Cooperatives In Barcelona, Between The Commons And Social Production Of Habitat: A Step Towards Housing Communalization In Barcelona?","year":2020,"lang":"en","type":"article","venue":"ACME","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praxis; Commons; Production (economics); Architecture; Sociology; Affordable housing; Political science; Economic system; Business; Economics; Economic growth; Geography; Law; Microeconomics","score_opus":0.05746604742137859,"score_gpt":0.3265051389381468,"score_spread":0.2690390915167682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111240392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7947876,0.002716631,0.006935559,0.011738269,0.0002694707,0.000082850864,0.0000623108,0.00011646787,0.18329091],"genre_scores_gemma":[0.990542,0.00018194804,0.0008817609,0.00017867063,0.000023256696,0.000026994017,0.000019299023,0.0000095163805,0.008136568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99840754,0.000831621,0.000031821637,0.0002288317,0.00013422257,0.00036602266],"domain_scores_gemma":[0.99893683,0.0003112929,0.00020653903,0.00015494485,0.00012727291,0.00026313428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022474227,0.00023550603,0.00023296187,0.0007287168,0.0035075275,0.0038359095,0.0009777686,0.0012524017,0.0033748748],"category_scores_gemma":[0.0018632421,0.00020738342,0.00022213979,0.000784614,0.006382787,0.0019060822,0.004753208,0.0009445179,0.0002940272],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042914576,0.00026656868,0.049543504,0.00036390332,0.00003221194,0.0024103394,0.23243406,0.0016039669,0.0019571248,0.5908772,0.012807314,0.10727467],"study_design_scores_gemma":[0.00013485791,0.00028847562,0.10992275,0.00041101675,0.00003160324,0.0007425537,0.2928408,0.0022025753,0.00071424927,0.054723214,0.5379078,0.00008012203],"about_ca_topic_score_codex":0.03734592,"about_ca_topic_score_gemma":0.08718735,"teacher_disagreement_score":0.03734592,"about_ca_system_score_codex":0.007672643,"about_ca_system_score_gemma":0.0036234842,"threshold_uncertainty_score":0.074257076},"labels":[],"label_agreement":null},{"id":"W3120837020","doi":"10.1108/ohi-04-2005-b0004","title":"Quayside Village Co-Housing, North Vancouver, Canada","year":2005,"lang":"en","type":"article","venue":"Open House International","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Geography; Environmental planning; Socioeconomics; Civil engineering; Archaeology; Engineering; Sociology; Political science","score_opus":0.02374624465325867,"score_gpt":0.33757393449812484,"score_spread":0.3138276898448662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120837020","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33967796,0.0139618525,0.0017936252,0.008038283,0.00085398037,0.000625411,0.011426242,0.00026704263,0.6233556],"genre_scores_gemma":[0.3125459,0.0035077354,0.0021405641,0.0007137824,0.000026673382,0.0001209673,0.0019053575,0.00006461034,0.67897433],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996037,0.000033308377,0.000009127182,0.000083155515,0.00014611126,0.0001246032],"domain_scores_gemma":[0.99892247,0.000055473298,0.000026198435,0.000018368602,0.00065183215,0.00032570367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020142818,0.00030344084,0.00018431456,0.00053540274,0.007534854,0.0018033767,0.0007579618,0.00050745416,0.06508175],"category_scores_gemma":[0.0007910746,0.00023699425,0.00012414377,0.00093127345,0.0005113885,0.00041346645,0.000957381,0.0006176597,0.004505203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008167964,0.00038124662,0.083266065,0.0011939425,0.000076633216,0.0049482086,0.009694642,0.0013636362,0.0059419232,0.011348694,0.38510856,0.49585974],"study_design_scores_gemma":[0.00008264834,0.00016188396,0.25089365,0.0005384371,0.000024465866,0.0010638406,0.016714226,0.0012125127,0.0014405351,0.001030515,0.726764,0.000073338095],"about_ca_topic_score_codex":0.9769701,"about_ca_topic_score_gemma":0.9974879,"teacher_disagreement_score":0.06508175,"about_ca_system_score_codex":0.0141266575,"about_ca_system_score_gemma":0.021993948,"threshold_uncertainty_score":0.21772015},"labels":[],"label_agreement":null},{"id":"W3127519965","doi":"","title":"Characteristics of Managing System and Planning Guidelines for Rooming House in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of the Architectural Institute of Korea","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Environmental planning; Operations management; Geography; Engineering","score_opus":0.05364853908488324,"score_gpt":0.3324645986402602,"score_spread":0.2788160595553769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127519965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97654086,0.000081078055,0.0013666828,0.00040018922,0.000009801668,0.00041448508,0.0011557321,0.00013388589,0.019897258],"genre_scores_gemma":[0.98689353,0.000087920955,0.003822126,0.000060742954,0.0000018736697,0.00008943277,0.000910492,0.000045524273,0.008088308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669915,0.00044868974,0.00024269114,0.0002699266,0.0015058845,0.0008335498],"domain_scores_gemma":[0.9786606,0.0029943653,0.0014360696,0.0005221765,0.013818716,0.002568128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022994222,0.00017639495,0.0002008869,0.0019937474,0.00407351,0.0030363554,0.0012382959,0.00050679216,0.0054202224],"category_scores_gemma":[0.017457953,0.00031033286,0.0002690753,0.0035051852,0.00060897897,0.0006402236,0.0006705467,0.0004933952,0.00055821176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039662392,0.0006982502,0.74920577,0.00025766238,0.00007378084,0.0014023506,0.031463217,0.021520974,0.006319988,0.0070155193,0.01902013,0.1626258],"study_design_scores_gemma":[0.000018772089,0.00021672076,0.90394807,0.00009610131,0.000039435836,0.00015971225,0.04198622,0.014887663,0.0026637248,0.00037138356,0.035497844,0.000114429145],"about_ca_topic_score_codex":0.96249557,"about_ca_topic_score_gemma":0.983344,"teacher_disagreement_score":0.042271916,"about_ca_system_score_codex":0.042271916,"about_ca_system_score_gemma":0.06349038,"threshold_uncertainty_score":0.30670565},"labels":[],"label_agreement":null},{"id":"W3190101634","doi":"10.32920/ryerson.14646288.v1","title":"Architectural development of urban social capital : cohousing in downtown Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Downtown; Redevelopment; Social capital; Capital (architecture); Sociology; Urban design; Gentrification; Urban planning; Architectural engineering; Civil engineering; Engineering; Social science; Geography","score_opus":0.029768105944179852,"score_gpt":0.3326465334168605,"score_spread":0.3028784274726807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190101634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90592664,0.00045822217,0.0021832245,0.0020932327,0.000052534357,0.00014349492,0.0001739718,0.000033346056,0.0889354],"genre_scores_gemma":[0.97249156,0.00041122286,0.0018438168,0.00009309289,0.000004444446,0.000041249998,0.00007780843,0.000017575643,0.025019212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937063,0.00020989068,0.000012971073,0.000072349394,0.00013339007,0.00020075464],"domain_scores_gemma":[0.9994698,0.00009464323,0.00004285767,0.00003824399,0.00011525479,0.00023915147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048944616,0.0003534204,0.00013475072,0.0004970886,0.01114519,0.002811503,0.0007910795,0.00042820093,0.00611863],"category_scores_gemma":[0.0008444585,0.0002683495,0.00020825607,0.0014166759,0.0054633096,0.0008457566,0.0022534109,0.0007084919,0.00024033652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002948049,0.00015512668,0.08050926,0.00035284235,0.0000347825,0.004599041,0.6759305,0.0041412925,0.006823472,0.10768923,0.023754796,0.095714755],"study_design_scores_gemma":[0.000026293323,0.00028337303,0.1298446,0.00014545993,0.00004758391,0.0006099134,0.59764206,0.0017544705,0.002576482,0.00305906,0.2639382,0.000072454604],"about_ca_topic_score_codex":0.9096892,"about_ca_topic_score_gemma":0.98032606,"teacher_disagreement_score":0.09031081,"about_ca_system_score_codex":0.044599853,"about_ca_system_score_gemma":0.020278508,"threshold_uncertainty_score":0.32359612},"labels":[],"label_agreement":null},{"id":"W3202699167","doi":"","title":"Building your own place in which to age well: the case of cohousing in North America","year":2021,"lang":"en","type":"article","venue":"Gerontologie et societe","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Space (punctuation); Geography; Computer science","score_opus":0.07066842466210337,"score_gpt":0.40097276736130844,"score_spread":0.33030434269920506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202699167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530958,0.0006059091,0.00066854927,0.01124736,0.00008909731,0.000037503698,0.000020773246,0.000008978715,0.034226067],"genre_scores_gemma":[0.9952761,0.0003106791,0.0002968094,0.001042816,0.00001696518,0.000025797488,0.000010972686,0.000008296184,0.0030116476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99697065,0.0014396237,0.000056259734,0.00022976474,0.00022269711,0.0010809454],"domain_scores_gemma":[0.9974796,0.00052782736,0.00024924564,0.0001684018,0.0004105703,0.0011643309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022233087,0.00032962058,0.00042550312,0.0008836662,0.038148046,0.00349659,0.0018321535,0.0023590333,0.0032717925],"category_scores_gemma":[0.0028579144,0.0003414231,0.0004028804,0.0015773027,0.013807164,0.0031158081,0.0088914605,0.0038888664,0.00020236644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031083342,0.00008281164,0.015158951,0.00004616231,0.000012845808,0.006145254,0.9392197,0.000087781395,0.0004237977,0.025732389,0.0032943182,0.009764909],"study_design_scores_gemma":[0.0000051158704,0.000024297786,0.009785736,0.00008864686,0.000009608893,0.0008750053,0.9599668,0.00013974973,0.0000752832,0.003026863,0.025982184,0.000020634465],"about_ca_topic_score_codex":0.36627617,"about_ca_topic_score_gemma":0.64160705,"teacher_disagreement_score":0.36627617,"about_ca_system_score_codex":0.008405272,"about_ca_system_score_gemma":0.007562024,"threshold_uncertainty_score":0.7282884},"labels":[],"label_agreement":null},{"id":"W3203094764","doi":"10.3917/gs1.165.0033","title":"Construire sa résidence pour un bien vieillir : le cas du cohousing en Amérique du Nord","year":2021,"lang":"fr","type":"article","venue":"Gérontologie et société","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Geography; Art","score_opus":0.040965478267272815,"score_gpt":0.36265698105475297,"score_spread":0.32169150278748015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203094764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869142,0.0009388057,0.00035740403,0.002878842,0.000052540727,0.000010568465,0.000057993173,0.0000025728486,0.008786979],"genre_scores_gemma":[0.99531627,0.00095380226,0.00034367366,0.00027614043,0.000017091985,0.000010257612,0.000040342165,0.000004181638,0.0030381721],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993467,0.00023925614,0.00002047863,0.000083972474,0.00009812864,0.00021137409],"domain_scores_gemma":[0.99861586,0.00029900827,0.00034006417,0.000044173597,0.0002788994,0.00042186494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012615199,0.00017312929,0.00017048464,0.0006744884,0.0049345023,0.0019277151,0.0006403466,0.0006244581,0.0032380433],"category_scores_gemma":[0.0022980059,0.00014522155,0.00015996271,0.0010573192,0.002765374,0.0012092037,0.0020759958,0.001209259,0.00016302016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000907419,0.000048750182,0.52724,0.00013983937,0.000027549504,0.004523527,0.4170193,0.0002222384,0.000984724,0.016155146,0.0025087532,0.03103948],"study_design_scores_gemma":[0.0000040127375,0.000058781465,0.24091105,0.00026313253,0.000026753281,0.0011153767,0.73467106,0.00034524497,0.0001258562,0.0013378573,0.02111454,0.000026369094],"about_ca_topic_score_codex":0.49469182,"about_ca_topic_score_gemma":0.70049787,"teacher_disagreement_score":0.50530815,"about_ca_system_score_codex":0.0045651686,"about_ca_system_score_gemma":0.006644725,"threshold_uncertainty_score":0.98362476},"labels":[],"label_agreement":null},{"id":"W3210784859","doi":"10.32920/ryerson.14652339.v1","title":"An architecture for people: a vertical neighbourhood for fostering social interactions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Variety (cybernetics); Neighbourhood (mathematics); Downtown; Context (archaeology); Architecture; Economic geography; Sociology; Economic growth; Political science; Business; Geography; Ecology; Economics; Computer science","score_opus":0.06407984909836181,"score_gpt":0.40422077645027693,"score_spread":0.34014092735191515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210784859","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12459537,0.0016943425,0.1053075,0.02024024,0.0022365192,0.00078578206,0.00062842475,0.001987476,0.7425243],"genre_scores_gemma":[0.64771485,0.0010324977,0.117021695,0.0012404638,0.00020261992,0.00050768367,0.00047499602,0.0005315834,0.2312737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991041,0.0003077741,0.000027427974,0.00008726098,0.00029698922,0.00017646664],"domain_scores_gemma":[0.9986847,0.0000785564,0.0000546972,0.00016131552,0.00020298574,0.00081776816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011142822,0.0005522191,0.0002603579,0.00086751184,0.008824337,0.005670193,0.0011946412,0.001643375,0.023441924],"category_scores_gemma":[0.0019611537,0.0003054252,0.00038964456,0.0008713523,0.0040882947,0.003418634,0.010530711,0.0012341694,0.004584201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017660996,0.00042427602,0.014033079,0.0008399275,0.000055708206,0.0016484881,0.08655444,0.002065417,0.008302055,0.36689368,0.18417834,0.33482796],"study_design_scores_gemma":[0.000037105252,0.00018761563,0.0060414155,0.00035096,0.000025999765,0.00040304783,0.024437057,0.0010216524,0.0005309562,0.036380373,0.9305372,0.000046715522],"about_ca_topic_score_codex":0.032174174,"about_ca_topic_score_gemma":0.16483842,"teacher_disagreement_score":0.032174174,"about_ca_system_score_codex":0.0028103483,"about_ca_system_score_gemma":0.009428809,"threshold_uncertainty_score":0.078421},"labels":[],"label_agreement":null},{"id":"W3210988521","doi":"10.22215/etd/2015-10604","title":"Co-Housing+: Towards a Greater Urban Community in Toronto","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Realm; Public housing; Sociology; Sense of community; Order (exchange); Public relations; Political science; Social science; Engineering; Business; Civil engineering","score_opus":0.05473949371242188,"score_gpt":0.40611860568498165,"score_spread":0.3513791119725598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210988521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95574987,0.0007804877,0.00093730044,0.0026898733,0.00007849511,0.000095188014,0.00011245042,0.000033841072,0.039522402],"genre_scores_gemma":[0.9838848,0.00035184363,0.00084040983,0.00012516702,0.000009149309,0.00002529197,0.000054157408,0.0000095274045,0.014699611],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99947625,0.00017825812,0.000011810081,0.00005653204,0.000086671345,0.00019057796],"domain_scores_gemma":[0.999448,0.000043378583,0.00003438434,0.000021439702,0.00007281526,0.00037989445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004481293,0.00022491053,0.00015449208,0.0003681726,0.011286099,0.0030298724,0.00058700674,0.0005702157,0.005090527],"category_scores_gemma":[0.0004981253,0.00017219943,0.00017730283,0.00089177233,0.0034165923,0.00093346456,0.0037858079,0.00059375656,0.00027827098],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019368589,0.00020600834,0.038603727,0.00043724535,0.000026837193,0.0032318982,0.796053,0.0009485633,0.005261164,0.05400387,0.027738946,0.073295064],"study_design_scores_gemma":[0.00002067388,0.00020026397,0.08338913,0.00014442918,0.000031077878,0.00037283695,0.69949657,0.00093077816,0.0012756282,0.0018518944,0.21225391,0.000032776734],"about_ca_topic_score_codex":0.81149036,"about_ca_topic_score_gemma":0.96975064,"teacher_disagreement_score":0.18850964,"about_ca_system_score_codex":0.023004524,"about_ca_system_score_gemma":0.025687106,"threshold_uncertainty_score":0.37923962},"labels":[],"label_agreement":null},{"id":"W3211226564","doi":"","title":"Architecture in a contested territory: co-creating a community hub with the people of Jane and Finch, Toronto","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Finch; Architecture; Media studies; Visual arts; Sociology; Geography; Art; Ecology; Biology","score_opus":0.009191738242554653,"score_gpt":0.2517021192349569,"score_spread":0.24251038099240224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211226564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4935031,0.006063167,0.0041559897,0.059859037,0.002558422,0.00039207106,0.00026859212,0.00035718942,0.43284246],"genre_scores_gemma":[0.8251677,0.0021524571,0.0036339383,0.0021104575,0.00015808194,0.00008781116,0.00015796379,0.00021137728,0.1663202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978362,0.0007950903,0.000026720478,0.00023343619,0.0002792472,0.0008292145],"domain_scores_gemma":[0.99636996,0.00017133798,0.00007569319,0.00010439595,0.00032132366,0.0029573154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018073278,0.00065723766,0.00030907887,0.001117444,0.05940894,0.010262357,0.002225492,0.002003158,0.016347801],"category_scores_gemma":[0.0017023797,0.00053806,0.00037325794,0.0011743322,0.018731704,0.0042476673,0.013096614,0.0029649283,0.0014194571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045042754,0.0000753113,0.008445069,0.00012823327,0.000013077111,0.0038819474,0.82655734,0.00024268996,0.0010393583,0.03693791,0.09023486,0.032399196],"study_design_scores_gemma":[0.0000071109366,0.000047474543,0.0046095005,0.00011572617,0.000011814722,0.00034057698,0.57858545,0.000116967545,0.0001316596,0.0015833197,0.4144231,0.000027317927],"about_ca_topic_score_codex":0.7652285,"about_ca_topic_score_gemma":0.96458,"teacher_disagreement_score":0.23477149,"about_ca_system_score_codex":0.04126816,"about_ca_system_score_gemma":0.05572162,"threshold_uncertainty_score":0.47230816},"labels":[],"label_agreement":null},{"id":"W4200261926","doi":"10.32920/16811587","title":"Active Urban Dwelling: Variations of Body and Space for Improved Well-Being","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Affordance; Neighbourhood (mathematics); Context (archaeology); Economic geography; Space (punctuation); Geography; Sociology; Architectural engineering; Psychology; Computer science; Engineering; Cognitive psychology; Civil engineering","score_opus":0.018832011144199846,"score_gpt":0.3161584084096157,"score_spread":0.2973263972654158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200261926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97854805,0.00046913084,0.0009453442,0.00084102224,0.000018470095,0.0000101819805,0.00011168292,0.000013456194,0.019042738],"genre_scores_gemma":[0.99896514,0.00006685194,0.00017255875,0.000015644215,0.0000021144776,0.0000019762724,0.00001424968,0.0000021989001,0.0007591644],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9998578,0.00004599531,0.000004210573,0.00002832589,0.000025990252,0.000037722875],"domain_scores_gemma":[0.9998449,0.000024283949,0.000037192036,0.000019468835,0.000017745757,0.00005640289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024347231,0.00012594517,0.00011029752,0.00026883685,0.0007751221,0.0017912971,0.00016344071,0.00018653143,0.0046423967],"category_scores_gemma":[0.00041493293,0.000072167575,0.0001372109,0.00047502384,0.0017011531,0.0005218245,0.0012727167,0.0003301861,0.00014550806],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029646992,0.00026758295,0.5377655,0.00038883663,0.00013241668,0.0007990052,0.20346303,0.00077364367,0.011588807,0.081504144,0.005748626,0.15727201],"study_design_scores_gemma":[0.000004327244,0.00006786633,0.9294312,0.000067896566,0.000028845803,0.0001526614,0.054049175,0.0002958617,0.0005117432,0.004226256,0.011149529,0.0000147878945],"about_ca_topic_score_codex":0.019613374,"about_ca_topic_score_gemma":0.06707061,"teacher_disagreement_score":0.019613374,"about_ca_system_score_codex":0.0010868241,"about_ca_system_score_gemma":0.00059598417,"threshold_uncertainty_score":0.038998425},"labels":[],"label_agreement":null},{"id":"W4200391483","doi":"10.32920/16811587.v1","title":"Active Urban Dwelling: Variations of Body and Space for Improved Well-Being","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Affordance; Neighbourhood (mathematics); Context (archaeology); Space (punctuation); Economic geography; Geography; Sociology; Architectural engineering; Psychology; Computer science; Engineering; Cognitive psychology; Civil engineering","score_opus":0.018832011144199846,"score_gpt":0.3161584084096157,"score_spread":0.2973263972654158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200391483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97854805,0.00046913084,0.0009453442,0.00084102224,0.000018470095,0.0000101819805,0.00011168292,0.000013456194,0.019042738],"genre_scores_gemma":[0.99896514,0.00006685194,0.00017255875,0.000015644215,0.0000021144776,0.0000019762724,0.00001424968,0.0000021989001,0.0007591644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998578,0.00004599531,0.000004210573,0.00002832589,0.000025990252,0.000037722875],"domain_scores_gemma":[0.9998449,0.000024283949,0.000037192036,0.000019468835,0.000017745757,0.00005640289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024347231,0.00012594517,0.00011029752,0.00026883685,0.0007751221,0.0017912971,0.00016344071,0.00018653143,0.0046423967],"category_scores_gemma":[0.00041493293,0.000072167575,0.0001372109,0.00047502384,0.0017011531,0.0005218245,0.0012727167,0.0003301861,0.00014550806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029646992,0.00026758295,0.5377655,0.00038883663,0.00013241668,0.0007990052,0.20346303,0.00077364367,0.011588807,0.081504144,0.005748626,0.15727201],"study_design_scores_gemma":[0.000004327244,0.00006786633,0.9294312,0.000067896566,0.000028845803,0.0001526614,0.054049175,0.0002958617,0.0005117432,0.004226256,0.011149529,0.0000147878945],"about_ca_topic_score_codex":0.019613374,"about_ca_topic_score_gemma":0.06707061,"teacher_disagreement_score":0.019613374,"about_ca_system_score_codex":0.0010868241,"about_ca_system_score_gemma":0.00059598417,"threshold_uncertainty_score":0.038998425},"labels":[],"label_agreement":null},{"id":"W4210708042","doi":"10.32920/19071887","title":"Making room for whom? Co-living as a reinvention of rooming houses for the commodified city","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gentrification; Commodification; Renting; Living room; Business; Sociology; Economic growth; Political science; Economy; Economics; Engineering; Law; Architectural engineering","score_opus":0.2131405763104306,"score_gpt":0.46068846338009656,"score_spread":0.24754788706966596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210708042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48778537,0.0029485961,0.008564581,0.029512681,0.00036015498,0.00005216494,0.00005234804,0.00007557077,0.4706485],"genre_scores_gemma":[0.98374593,0.00044533142,0.0009182439,0.00033293877,0.000022632774,0.000010212001,0.000010047697,0.000018705183,0.014495984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985897,0.0008334768,0.000014091335,0.00014286846,0.0001094021,0.00031054497],"domain_scores_gemma":[0.9992693,0.00017945244,0.000063561274,0.000091127156,0.000054667664,0.00034182513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014664815,0.00023175246,0.00018061913,0.00037219605,0.008675969,0.0062933182,0.00061463565,0.0010844691,0.006818825],"category_scores_gemma":[0.0014709115,0.00010900372,0.00018835567,0.00057528575,0.023996497,0.0050704735,0.0074228826,0.0015245382,0.00037944678],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027418237,0.0000412282,0.0023777673,0.000069885034,0.0000063972057,0.0002660917,0.3421541,0.00023658435,0.00087647326,0.6138043,0.0078057293,0.032334045],"study_design_scores_gemma":[0.000011143641,0.000048790866,0.0072713955,0.00016175931,0.000012553279,0.000230427,0.40493402,0.0005745604,0.00081311906,0.07125871,0.51465756,0.000025943491],"about_ca_topic_score_codex":0.04437026,"about_ca_topic_score_gemma":0.11762343,"teacher_disagreement_score":0.04437026,"about_ca_system_score_codex":0.006748371,"about_ca_system_score_gemma":0.0045416816,"threshold_uncertainty_score":0.088223994},"labels":[],"label_agreement":null},{"id":"W4210737811","doi":"10.32920/19071887.v1","title":"Making room for whom? Co-living as a reinvention of rooming houses for the commodified city","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gentrification; Commodification; Renting; Living room; Sociology; Business; Economic growth; Political science; Economy; Economics; Law; Engineering","score_opus":0.2131405763104306,"score_gpt":0.46068846338009656,"score_spread":0.24754788706966596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210737811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48778537,0.0029485961,0.008564581,0.029512681,0.00036015498,0.00005216494,0.00005234804,0.00007557077,0.4706485],"genre_scores_gemma":[0.98374593,0.00044533142,0.0009182439,0.00033293877,0.000022632774,0.000010212001,0.000010047697,0.000018705183,0.014495984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985897,0.0008334768,0.000014091335,0.00014286846,0.0001094021,0.00031054497],"domain_scores_gemma":[0.9992693,0.00017945244,0.000063561274,0.000091127156,0.000054667664,0.00034182513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014664815,0.00023175246,0.00018061913,0.00037219605,0.008675969,0.0062933182,0.00061463565,0.0010844691,0.006818825],"category_scores_gemma":[0.0014709115,0.00010900372,0.00018835567,0.00057528575,0.023996497,0.0050704735,0.0074228826,0.0015245382,0.00037944678],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027418237,0.0000412282,0.0023777673,0.000069885034,0.0000063972057,0.0002660917,0.3421541,0.00023658435,0.00087647326,0.6138043,0.0078057293,0.032334045],"study_design_scores_gemma":[0.000011143641,0.000048790866,0.0072713955,0.00016175931,0.000012553279,0.000230427,0.40493402,0.0005745604,0.00081311906,0.07125871,0.51465756,0.000025943491],"about_ca_topic_score_codex":0.04437026,"about_ca_topic_score_gemma":0.11762343,"teacher_disagreement_score":0.04437026,"about_ca_system_score_codex":0.006748371,"about_ca_system_score_gemma":0.0045416816,"threshold_uncertainty_score":0.088223994},"labels":[],"label_agreement":null},{"id":"W4211013325","doi":"10.32920/ryerson.14655786.v1","title":"Past - present - future: the revitalization of social housing in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Public housing; Poverty; Economic growth; Function (biology); Social integration; Population; Political science; Sociology; Regional science; Economics","score_opus":0.02207386775553571,"score_gpt":0.3009694151544602,"score_spread":0.27889554739892447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211013325","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6829643,0.012580943,0.0024056956,0.051230233,0.00069957203,0.00023808097,0.0010392669,0.00014912416,0.24869278],"genre_scores_gemma":[0.96350425,0.003160373,0.0013500123,0.0009622245,0.000023178962,0.000028388275,0.00019710067,0.00003208446,0.03074241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965668,0.00042499334,0.000053243053,0.00017339553,0.0013309506,0.0014507101],"domain_scores_gemma":[0.9977489,0.000104885155,0.000099120276,0.00008441965,0.0009757012,0.0009869864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020744652,0.00025011998,0.00030926807,0.0011087238,0.015039606,0.008553307,0.0020411012,0.0010166372,0.0048904363],"category_scores_gemma":[0.0026970997,0.00021191263,0.00034592414,0.0026079684,0.0054767155,0.0015918897,0.0039249947,0.0016780028,0.00023181103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003004116,0.00027055165,0.1056478,0.0009324067,0.000111313006,0.0021263908,0.15206195,0.0041115787,0.0025741935,0.27770773,0.08314712,0.37100857],"study_design_scores_gemma":[0.000027446056,0.00012945491,0.21289134,0.0005442532,0.00006396845,0.00033706916,0.17074688,0.0026054126,0.00118368,0.005582922,0.6057585,0.00012910021],"about_ca_topic_score_codex":0.99594325,"about_ca_topic_score_gemma":0.99884015,"teacher_disagreement_score":0.19444491,"about_ca_system_score_codex":0.19444491,"about_ca_system_score_gemma":0.2640958,"threshold_uncertainty_score":0.93432975},"labels":[],"label_agreement":null},{"id":"W4211146269","doi":"10.32920/ryerson.14655786","title":"Past - present - future: the revitalization of social housing in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Public housing; Poverty; Economic growth; Social integration; Function (biology); Political science; Population; Regional science; Sociology; Geography; Economics","score_opus":0.02207386775553571,"score_gpt":0.3009694151544602,"score_spread":0.27889554739892447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211146269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6829643,0.012580943,0.0024056956,0.051230233,0.00069957203,0.00023808097,0.0010392669,0.00014912416,0.24869278],"genre_scores_gemma":[0.96350425,0.003160373,0.0013500123,0.0009622245,0.000023178962,0.000028388275,0.00019710067,0.00003208446,0.03074241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965668,0.00042499334,0.000053243053,0.00017339553,0.0013309506,0.0014507101],"domain_scores_gemma":[0.9977489,0.000104885155,0.000099120276,0.00008441965,0.0009757012,0.0009869864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020744652,0.00025011998,0.00030926807,0.0011087238,0.015039606,0.008553307,0.0020411012,0.0010166372,0.0048904363],"category_scores_gemma":[0.0026970997,0.00021191263,0.00034592414,0.0026079684,0.0054767155,0.0015918897,0.0039249947,0.0016780028,0.00023181103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003004116,0.00027055165,0.1056478,0.0009324067,0.000111313006,0.0021263908,0.15206195,0.0041115787,0.0025741935,0.27770773,0.08314712,0.37100857],"study_design_scores_gemma":[0.000027446056,0.00012945491,0.21289134,0.0005442532,0.00006396845,0.00033706916,0.17074688,0.0026054126,0.00118368,0.005582922,0.6057585,0.00012910021],"about_ca_topic_score_codex":0.99594325,"about_ca_topic_score_gemma":0.99884015,"teacher_disagreement_score":0.19444491,"about_ca_system_score_codex":0.19444491,"about_ca_system_score_gemma":0.2640958,"threshold_uncertainty_score":0.93432975},"labels":[],"label_agreement":null},{"id":"W4213412252","doi":"10.3390/jrfm15030101","title":"Implementation Risk Factors of Collaborative Housing in Poland: The Case of ‘Nowe Żerniki’ in Wrocław","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Process (computing); Capital (architecture); Business; Collaborative learning; Economic growth; Public relations; Political science; Knowledge management; Economics; Computer science; Geography","score_opus":0.010367800042022405,"score_gpt":0.3011844348353647,"score_spread":0.2908166347933423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213412252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980982,0.00007110149,0.0002116725,0.00046904257,0.0000032240357,0.000018184448,0.0000057799834,0.0000021367655,0.0011207506],"genre_scores_gemma":[0.99943,0.00008879479,0.00014499229,0.000034977817,0.0000017149235,0.000009217752,0.0000049527644,0.0000017639393,0.0002835789],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99728096,0.0009780116,0.00013942362,0.0002408344,0.00041519615,0.0009455802],"domain_scores_gemma":[0.99781275,0.00046228847,0.00077138626,0.00012188691,0.00019343858,0.00063825084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023862396,0.00028549263,0.00046628213,0.0010194276,0.0059911907,0.0037297069,0.001129853,0.0013757999,0.0014383628],"category_scores_gemma":[0.0035970209,0.0004191218,0.00033475153,0.0013614058,0.0041421014,0.002225494,0.0058157616,0.0018000879,0.00011375515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027236796,0.0013133916,0.28733122,0.0002778528,0.00010163563,0.029440159,0.6139843,0.00097709,0.002355664,0.02033866,0.0018823148,0.04172545],"study_design_scores_gemma":[0.000022444121,0.00023737107,0.22037567,0.00019821522,0.000048278464,0.004441841,0.7572791,0.0016484173,0.000617612,0.0024443015,0.012630444,0.000056233057],"about_ca_topic_score_codex":0.029864125,"about_ca_topic_score_gemma":0.052297488,"teacher_disagreement_score":0.029864125,"about_ca_system_score_codex":0.0051420107,"about_ca_system_score_gemma":0.0042647826,"threshold_uncertainty_score":0.05938059},"labels":[],"label_agreement":null},{"id":"W4231625131","doi":"10.32920/ryerson.14653182","title":"Backyard living: developing a strategy for Canadian municipalities to implement laneway housing programs through an evaluation of Western Canadian precedents","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subdivision; Metropolitan area; Business; Economic growth; Affordable housing; Environmental planning; Population; Single-family detached home; Public housing; Geography; Economics; Sociology","score_opus":0.3163664134823343,"score_gpt":0.4646766395457017,"score_spread":0.1483102260633674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231625131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7510623,0.0027915458,0.0036666947,0.03578654,0.00030715263,0.009300787,0.0015806108,0.000309523,0.19519478],"genre_scores_gemma":[0.9423276,0.0024764687,0.019099006,0.004472829,0.000019566869,0.002426605,0.0007246056,0.00006173542,0.02839161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9840209,0.005104129,0.00046973844,0.0005344961,0.0055089225,0.0043617957],"domain_scores_gemma":[0.97686553,0.0031033217,0.0006029389,0.00057081727,0.013671008,0.0051863096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02211655,0.0007681905,0.00048748267,0.0023680134,0.019940019,0.006510657,0.0033047493,0.0014042438,0.0032640982],"category_scores_gemma":[0.021707969,0.00037824898,0.0005342988,0.0037169112,0.0032926197,0.0018636732,0.004083008,0.001817022,0.00021383495],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012410631,0.0047857906,0.09319366,0.0038997766,0.00016396094,0.0019066611,0.15522456,0.007119327,0.0050827013,0.07262687,0.1090382,0.54571754],"study_design_scores_gemma":[0.0005927569,0.0026472302,0.21560626,0.00239797,0.0004343016,0.00016858766,0.4483683,0.0060558557,0.0053716055,0.0041743834,0.31382564,0.00035711323],"about_ca_topic_score_codex":0.9939977,"about_ca_topic_score_gemma":0.9975593,"teacher_disagreement_score":0.21415208,"about_ca_system_score_codex":0.21415208,"about_ca_system_score_gemma":0.5293503,"threshold_uncertainty_score":0.9114722},"labels":[],"label_agreement":null},{"id":"W4232195784","doi":"10.32920/ryerson.14661600.v1","title":"Accommodating Multiplicity Adapting The Design of Canadian Urban Housing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Multiculturalism; Demographics; Ethnic group; Diversity (politics); Economic geography; Identity (music); Geography; Economic growth; Sociology; Regional science; Business; Environmental planning; Economics; Aesthetics","score_opus":0.11553503700372217,"score_gpt":0.3294301405541781,"score_spread":0.2138951035504559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232195784","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2601996,0.0014509857,0.049108405,0.007660269,0.00031066916,0.00034471753,0.0003904783,0.0003402339,0.68019474],"genre_scores_gemma":[0.90482527,0.00078146544,0.033505403,0.00032817805,0.000020091995,0.000119269585,0.0001624602,0.0001252911,0.060132563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99671906,0.00071838463,0.00007132242,0.0004081978,0.001126026,0.0009570459],"domain_scores_gemma":[0.99911124,0.000075410884,0.000037834703,0.00013940495,0.00041049076,0.00022552964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017746573,0.00067863043,0.0003280315,0.0016282108,0.018392878,0.010002312,0.0022316151,0.0009330169,0.0071899337],"category_scores_gemma":[0.0026847227,0.0004292549,0.00047812858,0.0030115286,0.01290617,0.002143498,0.0064131087,0.00092235324,0.00067251845],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006828106,0.000031694097,0.010984256,0.00012709973,0.000016980654,0.0006385277,0.10619151,0.0052131494,0.0024509095,0.7671587,0.018221475,0.088897415],"study_design_scores_gemma":[0.00001797634,0.000050237726,0.019627227,0.00021623683,0.000048602487,0.0005373132,0.13184494,0.00809277,0.0014454984,0.07142704,0.76655215,0.0001400281],"about_ca_topic_score_codex":0.9500545,"about_ca_topic_score_gemma":0.9845018,"teacher_disagreement_score":0.07390782,"about_ca_system_score_codex":0.07390782,"about_ca_system_score_gemma":0.051915433,"threshold_uncertainty_score":0.5362413},"labels":[],"label_agreement":null},{"id":"W4234819065","doi":"10.22215/etd/2015-10958","title":"A City to Call Home: Revisiting the Form of the Urban Family Home in Ottawa","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Architecture; Corporation; Work (physics); Public housing; Housing estate; Architectural engineering; Geography; Sociology; Political science; Economic growth; Engineering; Civil engineering; Economics","score_opus":0.028282393032262668,"score_gpt":0.339642216265827,"score_spread":0.31135982323356437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234819065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89728934,0.0028474552,0.000738467,0.0056775333,0.00014550654,0.00010580093,0.00056030374,0.000028970744,0.09260659],"genre_scores_gemma":[0.986453,0.0010722529,0.0005149554,0.00029240095,0.000007798689,0.000026367983,0.00011179744,0.00002143334,0.011500073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988871,0.0002962869,0.000042146796,0.00015332934,0.00015443866,0.0004666335],"domain_scores_gemma":[0.9987791,0.00028323964,0.000098374825,0.00012282941,0.00039874722,0.00031766354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011081019,0.00037975542,0.00028578073,0.0019732802,0.021161025,0.0077428543,0.00225783,0.0008814432,0.0058067287],"category_scores_gemma":[0.0022539524,0.0003695519,0.00034030882,0.003271595,0.015150004,0.0032177365,0.005400035,0.0015841873,0.0003008724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077570476,0.000024030007,0.03048137,0.00019974816,0.0000151145,0.001545183,0.88705796,0.00035489435,0.0005857879,0.047046058,0.006934553,0.025677735],"study_design_scores_gemma":[0.0000020220962,0.000013226528,0.02720528,0.0002016348,0.000020052783,0.00019153734,0.91813475,0.00013729307,0.00018562081,0.0009750928,0.05290458,0.0000288716],"about_ca_topic_score_codex":0.9815104,"about_ca_topic_score_gemma":0.996819,"teacher_disagreement_score":0.12186906,"about_ca_system_score_codex":0.12186906,"about_ca_system_score_gemma":0.05728792,"threshold_uncertainty_score":0.884226},"labels":[],"label_agreement":null},{"id":"W4235016606","doi":"10.32920/ryerson.14646600.v1","title":"Resilient Housing for Growing Families: Living in the Urban Core of Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Typology; Flexibility (engineering); Architectural engineering; Adaptability; Downtown; Baby boomers; Core (optical fiber); Business; Engineering; Geography; Telecommunications; Civil engineering; Economics; Management; Demographic economics","score_opus":0.05112896884340352,"score_gpt":0.35476955095442003,"score_spread":0.3036405821110165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235016606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585601,0.0006704753,0.0006912981,0.0035654225,0.00004345204,0.0000496681,0.00019041836,0.000012448564,0.03621672],"genre_scores_gemma":[0.99522424,0.00043863087,0.000355613,0.00012565043,0.0000036890126,0.000016544569,0.000045979054,0.0000067262913,0.0037829892],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99931455,0.00022144175,0.000012731685,0.00006716262,0.000090441245,0.00029374225],"domain_scores_gemma":[0.9995053,0.000075982156,0.000047799982,0.000035166522,0.000090558286,0.00024519226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060449645,0.00028369963,0.00013363441,0.00041675128,0.012339708,0.003334442,0.0008965514,0.00052306446,0.004050574],"category_scores_gemma":[0.0009393458,0.00014844559,0.00016925365,0.0010441178,0.005102132,0.0014632138,0.003365133,0.000737914,0.00021347885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052202173,0.000028234506,0.03502179,0.00014015516,0.000013449077,0.002357841,0.8955299,0.0005022557,0.0009813692,0.03910525,0.009687202,0.016580287],"study_design_scores_gemma":[0.000002541394,0.000019014178,0.028713724,0.00007657469,0.000010339801,0.00018309304,0.93740076,0.00014633565,0.00016882738,0.00084360427,0.032422945,0.000012215699],"about_ca_topic_score_codex":0.8463674,"about_ca_topic_score_gemma":0.96785253,"teacher_disagreement_score":0.15363258,"about_ca_system_score_codex":0.031521164,"about_ca_system_score_gemma":0.020579038,"threshold_uncertainty_score":0.30907464},"labels":[],"label_agreement":null},{"id":"W4237293170","doi":"10.32920/ryerson.14646600","title":"Resilient Housing for Growing Families: Living in the Urban Core of Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Typology; Flexibility (engineering); Downtown; Architectural engineering; Adaptability; Baby boomers; Business; Engineering; Geography; Civil engineering; Management; Economics; Demographic economics","score_opus":0.05112896884340352,"score_gpt":0.35476955095442003,"score_spread":0.3036405821110165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237293170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585601,0.0006704753,0.0006912981,0.0035654225,0.00004345204,0.0000496681,0.00019041836,0.000012448564,0.03621672],"genre_scores_gemma":[0.99522424,0.00043863087,0.000355613,0.00012565043,0.0000036890126,0.000016544569,0.000045979054,0.0000067262913,0.0037829892],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99931455,0.00022144175,0.000012731685,0.00006716262,0.000090441245,0.00029374225],"domain_scores_gemma":[0.9995053,0.000075982156,0.000047799982,0.000035166522,0.000090558286,0.00024519226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060449645,0.00028369963,0.00013363441,0.00041675128,0.012339708,0.003334442,0.0008965514,0.00052306446,0.004050574],"category_scores_gemma":[0.0009393458,0.00014844559,0.00016925365,0.0010441178,0.005102132,0.0014632138,0.003365133,0.000737914,0.00021347885],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052202173,0.000028234506,0.03502179,0.00014015516,0.000013449077,0.002357841,0.8955299,0.0005022557,0.0009813692,0.03910525,0.009687202,0.016580287],"study_design_scores_gemma":[0.000002541394,0.000019014178,0.028713724,0.00007657469,0.000010339801,0.00018309304,0.93740076,0.00014633565,0.00016882738,0.00084360427,0.032422945,0.000012215699],"about_ca_topic_score_codex":0.8463674,"about_ca_topic_score_gemma":0.96785253,"teacher_disagreement_score":0.15363258,"about_ca_system_score_codex":0.031521164,"about_ca_system_score_gemma":0.020579038,"threshold_uncertainty_score":0.30907464},"labels":[],"label_agreement":null},{"id":"W4238098802","doi":"10.32920/ryerson.14660910","title":"A recommendation for integrative public space in Lawrence Heights","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Neighbourhood (mathematics); Redevelopment; Plan (archaeology); Function (biology); Space (punctuation); Variety (cybernetics); Adaptation (eye); Public space; Process (computing); Public relations; Form and function; Sociology; Architectural engineering; Political science; Computer science; Geography; Engineering; Psychology; Civil engineering","score_opus":0.08078953009050853,"score_gpt":0.38654812954641754,"score_spread":0.305758599455909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238098802","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005233439,0.0059145256,0.008253697,0.13987729,0.0379288,0.0028759607,0.012291647,0.014645034,0.7729796],"genre_scores_gemma":[0.008035221,0.0026859324,0.012692427,0.017473146,0.0042110663,0.00083548063,0.0058868984,0.0015314722,0.94664836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813616,0.0003174757,0.00012273232,0.00018057368,0.0009457559,0.00029736126],"domain_scores_gemma":[0.98671085,0.0011852391,0.000385478,0.0013716775,0.0042616692,0.00608514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021802203,0.0006294685,0.00050400314,0.0015414659,0.0031962865,0.0049921535,0.002041751,0.0076159895,0.47007537],"category_scores_gemma":[0.0074152523,0.0004714747,0.00073866185,0.0033422462,0.001499353,0.0059169726,0.0032431677,0.0027600743,0.21158509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019924231,0.000056540262,0.00041018592,0.00023558577,0.0000028512325,0.000142917,0.00024003536,0.000036110407,0.0003238029,0.0011617463,0.97055054,0.026819654],"study_design_scores_gemma":[0.000017654875,0.000020261112,0.0013283996,0.0001092298,0.0000033675706,0.000028585886,0.00041008217,0.000027090164,0.00006779148,0.00021598542,0.997759,0.000012587083],"about_ca_topic_score_codex":0.09770498,"about_ca_topic_score_gemma":0.31808263,"teacher_disagreement_score":0.47007537,"about_ca_system_score_codex":0.0047497777,"about_ca_system_score_gemma":0.010307824,"threshold_uncertainty_score":0.75587314},"labels":[],"label_agreement":null},{"id":"W4239087528","doi":"10.32920/ryerson.14655474.v1","title":"Disrupting privatization: Enhancing Solo-cultural Interaction","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Urbanization; Neighbourhood (mathematics); Economic geography; Sociology; Architectural engineering; Business; Environmental planning; Geography; Economic growth; Political science; Engineering; Economics","score_opus":0.05328647100470875,"score_gpt":0.39842992635464397,"score_spread":0.34514345534993524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239087528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79272014,0.00027914203,0.06590794,0.0028872911,0.00018103194,0.00021597615,0.00004104255,0.0005388129,0.1372285],"genre_scores_gemma":[0.9781877,0.00008835131,0.008916684,0.0002464906,0.000018380159,0.00013047594,0.00003387745,0.00010768583,0.0122703025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968328,0.0021469733,0.00005500619,0.00032598965,0.00033785278,0.00030146007],"domain_scores_gemma":[0.9958073,0.0023787925,0.00031913328,0.0008258016,0.00018204871,0.00048686902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002697863,0.0004920151,0.00030428762,0.0003943876,0.003793021,0.00462668,0.000950749,0.00090692553,0.0076325894],"category_scores_gemma":[0.0062859156,0.00026564204,0.00035390983,0.000346584,0.0063086823,0.0047469568,0.010713051,0.0012670048,0.0011011043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044973366,0.001107082,0.011784993,0.0003849793,0.000049511364,0.0011145292,0.6408941,0.003719614,0.030150121,0.16654989,0.0075145145,0.13628092],"study_design_scores_gemma":[0.00021483969,0.0010938708,0.010268967,0.0002970405,0.00010706326,0.0009973766,0.35879418,0.026888695,0.018613422,0.14602226,0.43657577,0.00012641317],"about_ca_topic_score_codex":0.0014770383,"about_ca_topic_score_gemma":0.0029597948,"teacher_disagreement_score":0.0076325894,"about_ca_system_score_codex":0.001373382,"about_ca_system_score_gemma":0.0018805303,"threshold_uncertainty_score":0.025533557},"labels":[],"label_agreement":null},{"id":"W4239287490","doi":"10.32920/ryerson.14655474","title":"Disrupting privatization: Enhancing Solo-cultural Interaction","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Urbanization; Architectural engineering; Neighbourhood (mathematics); Sociology; Economic geography; Business; Environmental planning; Geography; Economic growth; Political science; Engineering; Economics","score_opus":0.05328647100470875,"score_gpt":0.39842992635464397,"score_spread":0.34514345534993524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239287490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79272014,0.00027914203,0.06590794,0.0028872911,0.00018103194,0.00021597615,0.00004104255,0.0005388129,0.1372285],"genre_scores_gemma":[0.9781877,0.00008835131,0.008916684,0.0002464906,0.000018380159,0.00013047594,0.00003387745,0.00010768583,0.0122703025],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968328,0.0021469733,0.00005500619,0.00032598965,0.00033785278,0.00030146007],"domain_scores_gemma":[0.9958073,0.0023787925,0.00031913328,0.0008258016,0.00018204871,0.00048686902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002697863,0.0004920151,0.00030428762,0.0003943876,0.003793021,0.00462668,0.000950749,0.00090692553,0.0076325894],"category_scores_gemma":[0.0062859156,0.00026564204,0.00035390983,0.000346584,0.0063086823,0.0047469568,0.010713051,0.0012670048,0.0011011043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044973366,0.001107082,0.011784993,0.0003849793,0.000049511364,0.0011145292,0.6408941,0.003719614,0.030150121,0.16654989,0.0075145145,0.13628092],"study_design_scores_gemma":[0.00021483969,0.0010938708,0.010268967,0.0002970405,0.00010706326,0.0009973766,0.35879418,0.026888695,0.018613422,0.14602226,0.43657577,0.00012641317],"about_ca_topic_score_codex":0.0014770383,"about_ca_topic_score_gemma":0.0029597948,"teacher_disagreement_score":0.0076325894,"about_ca_system_score_codex":0.001373382,"about_ca_system_score_gemma":0.0018805303,"threshold_uncertainty_score":0.025533557},"labels":[],"label_agreement":null},{"id":"W4240253893","doi":"10.32920/ryerson.14662878","title":"Innovative Affordable Housing Strategies for Vancouver","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Affordable housing; Prosperity; Variety (cybernetics); Face (sociological concept); Business; Economic growth; Economics; Sociology; Computer science","score_opus":0.04910259341394924,"score_gpt":0.3615130694948867,"score_spread":0.31241047608093747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240253893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20049517,0.0058179344,0.010082863,0.040340155,0.0008026448,0.000818631,0.00037562998,0.00021878918,0.7410482],"genre_scores_gemma":[0.65991074,0.0056443047,0.02384761,0.0022764897,0.000060110244,0.00043221095,0.00048630807,0.0000763228,0.30726597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992736,0.00018069465,0.000015166996,0.000054375476,0.00024038972,0.00023586607],"domain_scores_gemma":[0.999411,0.000040067822,0.000017801161,0.000020522883,0.00019149901,0.00031922854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067386066,0.0003602684,0.00010954786,0.0005706572,0.006196877,0.004748678,0.0011999821,0.0013430363,0.012655884],"category_scores_gemma":[0.0011368002,0.0001399085,0.00015774522,0.0010243854,0.0010953351,0.00092553435,0.0038008166,0.0009182233,0.00089044776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007820778,0.00033821433,0.0064152153,0.0005463192,0.000026372418,0.002353766,0.026272316,0.00280464,0.0026916303,0.32368067,0.1958121,0.43898052],"study_design_scores_gemma":[0.000036856007,0.00010114657,0.006915308,0.0003465643,0.000015529948,0.00036179618,0.036767304,0.0018035582,0.00087433186,0.018829698,0.9339109,0.00003695237],"about_ca_topic_score_codex":0.47921228,"about_ca_topic_score_gemma":0.82380164,"teacher_disagreement_score":0.5207877,"about_ca_system_score_codex":0.014032085,"about_ca_system_score_gemma":0.0241563,"threshold_uncertainty_score":0.95284593},"labels":[],"label_agreement":null},{"id":"W4244879440","doi":"10.32920/ryerson.14652339","title":"An architecture for people: a vertical neighbourhood for fostering social interactions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Robin Hood Foundation","keywords":"Sustainability; Neighbourhood (mathematics); Variety (cybernetics); Downtown; Context (archaeology); Architecture; Economic geography; Business; Political science; Economic growth; Sociology; Environmental planning; Geography; Ecology; Computer science; Economics","score_opus":0.06407984909836181,"score_gpt":0.40422077645027693,"score_spread":0.34014092735191515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244879440","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12459537,0.0016943425,0.1053075,0.02024024,0.0022365192,0.00078578206,0.00062842475,0.001987476,0.7425243],"genre_scores_gemma":[0.64771485,0.0010324977,0.117021695,0.0012404638,0.00020261992,0.00050768367,0.00047499602,0.0005315834,0.2312737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991041,0.0003077741,0.000027427974,0.00008726098,0.00029698922,0.00017646664],"domain_scores_gemma":[0.9986847,0.0000785564,0.0000546972,0.00016131552,0.00020298574,0.00081776816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011142822,0.0005522191,0.0002603579,0.00086751184,0.008824337,0.005670193,0.0011946412,0.001643375,0.023441924],"category_scores_gemma":[0.0019611537,0.0003054252,0.00038964456,0.0008713523,0.0040882947,0.003418634,0.010530711,0.0012341694,0.004584201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017660996,0.00042427602,0.014033079,0.0008399275,0.000055708206,0.0016484881,0.08655444,0.002065417,0.008302055,0.36689368,0.18417834,0.33482796],"study_design_scores_gemma":[0.000037105252,0.00018761563,0.0060414155,0.00035096,0.000025999765,0.00040304783,0.024437057,0.0010216524,0.0005309562,0.036380373,0.9305372,0.000046715522],"about_ca_topic_score_codex":0.032174174,"about_ca_topic_score_gemma":0.16483842,"teacher_disagreement_score":0.032174174,"about_ca_system_score_codex":0.0028103483,"about_ca_system_score_gemma":0.009428809,"threshold_uncertainty_score":0.078421},"labels":[],"label_agreement":null},{"id":"W4249513084","doi":"10.32920/ryerson.14653182.v1","title":"Backyard living: developing a strategy for Canadian municipalities to implement laneway housing programs through an evaluation of Western Canadian precedents","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Subdivision; Metropolitan area; Business; Affordable housing; Environmental planning; Economic growth; Public housing; Population; Single-family detached home; Geography; Economics; Sociology","score_opus":0.3163664134823343,"score_gpt":0.4646766395457017,"score_spread":0.1483102260633674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249513084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7510623,0.0027915458,0.0036666947,0.03578654,0.00030715263,0.009300787,0.0015806108,0.000309523,0.19519478],"genre_scores_gemma":[0.9423276,0.0024764687,0.019099006,0.004472829,0.000019566869,0.002426605,0.0007246056,0.00006173542,0.02839161],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9840209,0.005104129,0.00046973844,0.0005344961,0.0055089225,0.0043617957],"domain_scores_gemma":[0.97686553,0.0031033217,0.0006029389,0.00057081727,0.013671008,0.0051863096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02211655,0.0007681905,0.00048748267,0.0023680134,0.019940019,0.006510657,0.0033047493,0.0014042438,0.0032640982],"category_scores_gemma":[0.021707969,0.00037824898,0.0005342988,0.0037169112,0.0032926197,0.0018636732,0.004083008,0.001817022,0.00021383495],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012410631,0.0047857906,0.09319366,0.0038997766,0.00016396094,0.0019066611,0.15522456,0.007119327,0.0050827013,0.07262687,0.1090382,0.54571754],"study_design_scores_gemma":[0.0005927569,0.0026472302,0.21560626,0.00239797,0.0004343016,0.00016858766,0.4483683,0.0060558557,0.0053716055,0.0041743834,0.31382564,0.00035711323],"about_ca_topic_score_codex":0.9939977,"about_ca_topic_score_gemma":0.9975593,"teacher_disagreement_score":0.21415208,"about_ca_system_score_codex":0.21415208,"about_ca_system_score_gemma":0.5293503,"threshold_uncertainty_score":0.9114722},"labels":[],"label_agreement":null},{"id":"W4253189817","doi":"10.32920/ryerson.14646288","title":"Architectural development of urban social capital : cohousing in downtown Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Downtown; Redevelopment; Social capital; Capital (architecture); Sociology; Urban design; Urban planning; Gentrification; Architectural engineering; Civil engineering; Engineering; Social science; Geography","score_opus":0.029768105944179852,"score_gpt":0.3326465334168605,"score_spread":0.3028784274726807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253189817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90592664,0.00045822217,0.0021832245,0.0020932327,0.000052534357,0.00014349492,0.0001739718,0.000033346056,0.0889354],"genre_scores_gemma":[0.97249156,0.00041122286,0.0018438168,0.00009309289,0.000004444446,0.000041249998,0.00007780843,0.000017575643,0.025019212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937063,0.00020989068,0.000012971073,0.000072349394,0.00013339007,0.00020075464],"domain_scores_gemma":[0.9994698,0.00009464323,0.00004285767,0.00003824399,0.00011525479,0.00023915147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048944616,0.0003534204,0.00013475072,0.0004970886,0.01114519,0.002811503,0.0007910795,0.00042820093,0.00611863],"category_scores_gemma":[0.0008444585,0.0002683495,0.00020825607,0.0014166759,0.0054633096,0.0008457566,0.0022534109,0.0007084919,0.00024033652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002948049,0.00015512668,0.08050926,0.00035284235,0.0000347825,0.004599041,0.6759305,0.0041412925,0.006823472,0.10768923,0.023754796,0.095714755],"study_design_scores_gemma":[0.000026293323,0.00028337303,0.1298446,0.00014545993,0.00004758391,0.0006099134,0.59764206,0.0017544705,0.002576482,0.00305906,0.2639382,0.000072454604],"about_ca_topic_score_codex":0.9096892,"about_ca_topic_score_gemma":0.98032606,"teacher_disagreement_score":0.09031081,"about_ca_system_score_codex":0.044599853,"about_ca_system_score_gemma":0.020278508,"threshold_uncertainty_score":0.32359612},"labels":[],"label_agreement":null},{"id":"W4253942036","doi":"10.1108/s2041-806x(2012)0000009002","title":"List of Contributors","year":2012,"lang":"en","type":"other","venue":"Advances in ecopolitics","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Grassroots; Sustainability; Publishing; Political science; Sustainable community; Emerald; Business; Ecology; Politics; Law","score_opus":0.01049918494852973,"score_gpt":0.35470751968131325,"score_spread":0.3442083347327835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253942036","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001205289,0.021852719,0.0042853435,0.034110405,0.20849055,0.0018076078,0.037147097,0.0049327854,0.6861682],"genre_scores_gemma":[0.0022594417,0.0080645755,0.0016330273,0.0041139666,0.010256588,0.0007662101,0.012972124,0.0014868174,0.9584472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967243,0.00038877936,0.00025650347,0.0005571294,0.0017505678,0.00032270185],"domain_scores_gemma":[0.9821889,0.0010801944,0.00055932323,0.0012004186,0.012316399,0.0026547674],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026978024,0.0016132424,0.0016758906,0.0070437333,0.0033732972,0.009853549,0.0025688466,0.002540409,0.6721526],"category_scores_gemma":[0.018701637,0.0005640102,0.0008525394,0.006499193,0.0005388272,0.006224412,0.0040120557,0.0024734102,0.64482385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062550153,0.000006135243,0.000054933716,0.00013850973,0.0000012788217,0.000016868711,0.00003416473,0.000012003256,0.000053697986,0.0006066076,0.9678304,0.031239187],"study_design_scores_gemma":[0.0000018191037,0.000005018239,0.00014499051,0.0001583612,0.0000015831226,0.000028067703,0.000055885128,0.000013474328,0.000029719964,0.00022390088,0.99933296,0.0000042416364],"about_ca_topic_score_codex":0.0034823287,"about_ca_topic_score_gemma":0.004244786,"teacher_disagreement_score":0.32784742,"about_ca_system_score_codex":0.002492653,"about_ca_system_score_gemma":0.004718725,"threshold_uncertainty_score":0.46763456},"labels":[],"label_agreement":null},{"id":"W4254111723","doi":"10.32920/ryerson.14661600","title":"Accommodating Multiplicity Adapting The Design of Canadian Urban Housing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Multiculturalism; Ethnic group; Diversity (politics); Demographics; Economic geography; Identity (music); Geography; Economic growth; Sociology; Regional science; Environmental planning; Business; Aesthetics; Economics","score_opus":0.11553503700372217,"score_gpt":0.3294301405541781,"score_spread":0.2138951035504559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254111723","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2601996,0.0014509857,0.049108405,0.007660269,0.00031066916,0.00034471753,0.0003904783,0.0003402339,0.68019474],"genre_scores_gemma":[0.90482527,0.00078146544,0.033505403,0.00032817805,0.000020091995,0.000119269585,0.0001624602,0.0001252911,0.060132563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99671906,0.00071838463,0.00007132242,0.0004081978,0.001126026,0.0009570459],"domain_scores_gemma":[0.99911124,0.000075410884,0.000037834703,0.00013940495,0.00041049076,0.00022552964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017746573,0.00067863043,0.0003280315,0.0016282108,0.018392878,0.010002312,0.0022316151,0.0009330169,0.0071899337],"category_scores_gemma":[0.0026847227,0.0004292549,0.00047812858,0.0030115286,0.01290617,0.002143498,0.0064131087,0.00092235324,0.00067251845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006828106,0.000031694097,0.010984256,0.00012709973,0.000016980654,0.0006385277,0.10619151,0.0052131494,0.0024509095,0.7671587,0.018221475,0.088897415],"study_design_scores_gemma":[0.00001797634,0.000050237726,0.019627227,0.00021623683,0.000048602487,0.0005373132,0.13184494,0.00809277,0.0014454984,0.07142704,0.76655215,0.0001400281],"about_ca_topic_score_codex":0.9500545,"about_ca_topic_score_gemma":0.9845018,"teacher_disagreement_score":0.07390782,"about_ca_system_score_codex":0.07390782,"about_ca_system_score_gemma":0.051915433,"threshold_uncertainty_score":0.5362413},"labels":[],"label_agreement":null},{"id":"W4254835469","doi":"10.32920/ryerson.14662878.v1","title":"Innovative Affordable Housing Strategies for Vancouver","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Affordable housing; Prosperity; Variety (cybernetics); Face (sociological concept); Business; Economic growth; Economics; Sociology; Computer science","score_opus":0.04910259341394924,"score_gpt":0.3615130694948867,"score_spread":0.31241047608093747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254835469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20049517,0.0058179344,0.010082863,0.040340155,0.0008026448,0.000818631,0.00037562998,0.00021878918,0.7410482],"genre_scores_gemma":[0.65991074,0.0056443047,0.02384761,0.0022764897,0.000060110244,0.00043221095,0.00048630807,0.0000763228,0.30726597],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992736,0.00018069465,0.000015166996,0.000054375476,0.00024038972,0.00023586607],"domain_scores_gemma":[0.999411,0.000040067822,0.000017801161,0.000020522883,0.00019149901,0.00031922854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067386066,0.0003602684,0.00010954786,0.0005706572,0.006196877,0.004748678,0.0011999821,0.0013430363,0.012655884],"category_scores_gemma":[0.0011368002,0.0001399085,0.00015774522,0.0010243854,0.0010953351,0.00092553435,0.0038008166,0.0009182233,0.00089044776],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007820778,0.00033821433,0.0064152153,0.0005463192,0.000026372418,0.002353766,0.026272316,0.00280464,0.0026916303,0.32368067,0.1958121,0.43898052],"study_design_scores_gemma":[0.000036856007,0.00010114657,0.006915308,0.0003465643,0.000015529948,0.00036179618,0.036767304,0.0018035582,0.00087433186,0.018829698,0.9339109,0.00003695237],"about_ca_topic_score_codex":0.47921228,"about_ca_topic_score_gemma":0.82380164,"teacher_disagreement_score":0.5207877,"about_ca_system_score_codex":0.014032085,"about_ca_system_score_gemma":0.0241563,"threshold_uncertainty_score":0.95284593},"labels":[],"label_agreement":null},{"id":"W4285026399","doi":"10.22215/etd/2022-15002","title":"New Age[ing]: Small-Scale, Collective, Grassroots Models of Housing for Older Adults","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Canadian Institute for Health Information","funders":"","keywords":"Grassroots; Autonomy; Context (archaeology); Scope (computer science); Scale (ratio); Government (linguistics); Aging in place; Gerontology; Political science; Public relations; Sociology; Medicine; Psychology; Politics; Geography; Computer science","score_opus":0.028618923148548973,"score_gpt":0.3241594141495205,"score_spread":0.2955404910009715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285026399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10608204,0.013187166,0.0020464319,0.16685282,0.0015771928,0.00030664835,0.0004988505,0.00015547697,0.7092933],"genre_scores_gemma":[0.4723425,0.015557914,0.003077601,0.00986577,0.00029295834,0.00020234783,0.0002684338,0.0000812697,0.49831122],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9996449,0.00007922106,0.00000701395,0.000036171252,0.00009735087,0.00013531964],"domain_scores_gemma":[0.9993205,0.00003460799,0.00003279488,0.00002076106,0.00011825162,0.00047305023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010107274,0.00019088433,0.0001034249,0.0003348642,0.010470538,0.0042107766,0.00059421285,0.0009034442,0.009754681],"category_scores_gemma":[0.0010074808,0.00011307868,0.00016226537,0.0006982922,0.002650367,0.0019540333,0.0017983981,0.0011044014,0.0011600953],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006107884,0.00019775507,0.0127608245,0.0002575722,0.00001160801,0.0003011775,0.12709667,0.00022630078,0.00078684534,0.10796732,0.52965206,0.22068088],"study_design_scores_gemma":[0.0000220253,0.000046825015,0.034728903,0.00031330533,0.00001607424,0.000049517057,0.05139827,0.00018067542,0.00014696388,0.007679807,0.90540284,0.00001471975],"about_ca_topic_score_codex":0.8202068,"about_ca_topic_score_gemma":0.9751346,"teacher_disagreement_score":0.8202068,"about_ca_system_score_codex":0.023955354,"about_ca_system_score_gemma":0.04869974,"threshold_uncertainty_score":0.361704},"labels":[],"label_agreement":null},{"id":"W4294351346","doi":"10.36834/cmej.75609","title":"Finding meaning in mud","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Meaning (existential); Computer science; Epistemology; Philosophy","score_opus":0.022358951024107933,"score_gpt":0.3452252619577088,"score_spread":0.32286631093360085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294351346","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107659504,0.005486027,0.07215066,0.05905898,0.0021233724,0.00016246099,0.0004489845,0.00052392384,0.75238615],"genre_scores_gemma":[0.9543079,0.0006649403,0.013218381,0.0018412253,0.00017041409,0.00009321069,0.0001548312,0.00025087094,0.02929829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99247134,0.004703162,0.00023431031,0.0007574306,0.0009800122,0.00085387996],"domain_scores_gemma":[0.9905663,0.005216963,0.00044666306,0.0018146115,0.0012134551,0.0007419482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051189936,0.00071931496,0.00082673604,0.0035933398,0.016689828,0.015329124,0.0019465504,0.00291759,0.018761268],"category_scores_gemma":[0.021873415,0.000638731,0.0007278978,0.003597332,0.045580354,0.018356388,0.015867297,0.005425235,0.0014599812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042671676,0.000013077827,0.0015075733,0.000102712445,0.0000146894445,0.00035542357,0.12729026,0.00014271408,0.00020568965,0.83907384,0.008154987,0.023096358],"study_design_scores_gemma":[0.000016335369,0.000017967313,0.00082580186,0.00028897353,0.000025203253,0.00031219708,0.1445264,0.0005924618,0.0003588018,0.59787935,0.25512174,0.000034874352],"about_ca_topic_score_codex":0.016322533,"about_ca_topic_score_gemma":0.02661827,"teacher_disagreement_score":0.018761268,"about_ca_system_score_codex":0.0069968514,"about_ca_system_score_gemma":0.006573806,"threshold_uncertainty_score":0.06276274},"labels":[],"label_agreement":null},{"id":"W4297101613","doi":"10.1016/j.resconrec.2022.106683","title":"Material intensity in single-family dwellings: Variability between locations, functional unit and drivers of material use in Toronto, Perth, and Luzon","year":2022,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; University of Toronto; Ontario Centres of Excellence; BASF","keywords":"Bedroom; Single family; Unit (ring theory); Geography; Single-family detached home; Civil engineering; Architectural engineering; Engineering; Archaeology; Mathematics","score_opus":0.05180219511014641,"score_gpt":0.27886424570635493,"score_spread":0.22706205059620851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297101613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99902403,0.00011621085,0.000038305538,0.000033586035,0.0000017634347,0.0000068572413,0.00041921216,0.000002626027,0.00035742606],"genre_scores_gemma":[0.99896955,0.000102494094,0.00006604504,0.0000093223425,0.0000017661929,0.000011643674,0.00024408588,0.0000023067064,0.00059282413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999524,0.00007469628,0.00004175601,0.00009381672,0.00009641917,0.0001693499],"domain_scores_gemma":[0.99880016,0.00015887003,0.0003669584,0.00006184974,0.00028752038,0.00032460058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036398906,0.00025905375,0.00034408784,0.001453739,0.0014202555,0.001575659,0.0008949857,0.00031212802,0.0023893428],"category_scores_gemma":[0.001564624,0.00034900315,0.0005163604,0.0036926405,0.0008165972,0.00046044542,0.0015887914,0.00032640528,0.00026290675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044746066,0.00002160032,0.98574346,0.000036033358,0.00005631125,0.00012984095,0.010309469,0.00008879448,0.00040685787,0.00009244653,0.00022807602,0.002842304],"study_design_scores_gemma":[5.774788e-7,0.000009083402,0.9928214,0.000009800345,0.000007728231,0.000021047721,0.0068870513,0.00006429825,0.000024042867,0.000005580001,0.00014597604,0.0000034380405],"about_ca_topic_score_codex":0.93603706,"about_ca_topic_score_gemma":0.97761256,"teacher_disagreement_score":0.06396294,"about_ca_system_score_codex":0.0056810295,"about_ca_system_score_gemma":0.0043139197,"threshold_uncertainty_score":0.12867922},"labels":[],"label_agreement":null},{"id":"W4310562960","doi":"10.11124/jbies-22-00068","title":"Influence of cohousing communities on social determinants of health in later life: a scoping review protocol","year":2022,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; Université de Moncton; University of Regina; Dalhousie University; University of New Brunswick","funders":"","keywords":"CINAHL; Scopus; Gerontology; Population; Life course approach; Inclusion (mineral); Data extraction; Psychology; Sociology; MEDLINE; Social science; Medicine; Psychological intervention; Political science; Environmental health; Social psychology; Nursing","score_opus":0.1516704382467654,"score_gpt":0.49439514176741206,"score_spread":0.34272470352064666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310562960","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047490498,0.0024313095,0.0010342884,0.00029701527,0.0001418984,0.993141,0.0017962931,0.000038279642,0.0006450813],"genre_scores_gemma":[0.00053093943,0.0029279457,0.004287201,0.0001593663,0.000026601689,0.99130577,0.0004549251,0.000006046345,0.00030113824],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9484553,0.017288184,0.022438865,0.0036750196,0.006136504,0.0020062781],"domain_scores_gemma":[0.92508173,0.0256718,0.012978756,0.0050877184,0.028202454,0.0029774767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11638376,0.004445608,0.013200772,0.023635283,0.0056481264,0.009556541,0.006299581,0.009111708,0.043859124],"category_scores_gemma":[0.10070007,0.005229782,0.015639104,0.017162876,0.0053674034,0.008745744,0.0075930315,0.005729888,0.009424026],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035934977,0.000515256,0.002040668,0.8611246,0.0016709012,0.0014232171,0.0076189027,0.0013200748,0.0018429315,0.007332493,0.029693313,0.081824176],"study_design_scores_gemma":[0.006895885,0.0017370634,0.007956254,0.76603967,0.0053608823,0.00097347447,0.008345111,0.0009397172,0.0018184349,0.0071924743,0.19234887,0.00039225127],"about_ca_topic_score_codex":0.007275358,"about_ca_topic_score_gemma":0.016662555,"teacher_disagreement_score":0.11638376,"about_ca_system_score_codex":0.01620814,"about_ca_system_score_gemma":0.10477464,"threshold_uncertainty_score":0.61550355},"labels":[],"label_agreement":null},{"id":"W4312701193","doi":"10.36253/techne-13439","title":"Housing Innovation and the Toronto Model for Urbanism","year":2022,"lang":"en","type":"article","venue":"TECHNE - Journal of Technology for Architecture and Environment","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"George Brown College","funders":"","keywords":"Urbanism; Economic geography; New Urbanism; Regional science; Sociology; Business; Environmental planning; Geography; Architecture; Archaeology","score_opus":0.014097283365552285,"score_gpt":0.26987809205098484,"score_spread":0.25578080868543257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312701193","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03991325,0.00095089886,0.021743715,0.010795339,0.00018685726,0.00008226829,0.00020547655,0.000075171556,0.9260469],"genre_scores_gemma":[0.94477266,0.00048818524,0.004522519,0.0002386228,0.000056573554,0.000107533066,0.00006084385,0.00003117571,0.04972184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988556,0.00041192237,0.000026520016,0.00014372946,0.00022606642,0.00033612252],"domain_scores_gemma":[0.9991374,0.00025568617,0.0000905392,0.00010870093,0.00015323969,0.00025434393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084734376,0.00048658944,0.00037296646,0.0014544651,0.0062246188,0.0057485295,0.0010807965,0.0017729038,0.019090148],"category_scores_gemma":[0.0018805509,0.00029660962,0.0006823458,0.0017109156,0.013891356,0.003880766,0.0035118822,0.0017270411,0.000989083],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065080185,0.000002903571,0.00017069686,0.0000072034995,0.0000013315315,0.00002192687,0.00061848876,0.0006060089,0.000018650862,0.99682534,0.00077538815,0.0009456153],"study_design_scores_gemma":[0.000044881093,0.00003429038,0.0017107602,0.00006252826,0.000014916764,0.00010111256,0.0036763595,0.0064678905,0.00014414117,0.91723144,0.070483096,0.00002845558],"about_ca_topic_score_codex":0.23881489,"about_ca_topic_score_gemma":0.34796616,"teacher_disagreement_score":0.7611851,"about_ca_system_score_codex":0.026182178,"about_ca_system_score_gemma":0.009785793,"threshold_uncertainty_score":0.47484964},"labels":[],"label_agreement":null},{"id":"W4380366834","doi":"10.1080/0158037x.2023.2222072","title":"Learning sustainability through enterprise work in ecovillages","year":2023,"lang":"en","type":"article","venue":"Studies in Continuing Education","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Sustainability; Sociology; Individualism; Mainstream; Public relations; Knowledge management; Economics; Political science; Ecology; Computer science","score_opus":0.04096303552899811,"score_gpt":0.4279105555769766,"score_spread":0.3869475200479785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380366834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591422,0.00012380382,0.0038371005,0.0010841882,0.000017981296,0.000082083905,0.000014680694,0.000035069723,0.035662867],"genre_scores_gemma":[0.9898301,0.00012199907,0.0024071995,0.00009994739,0.000008817353,0.000046798054,0.000015866499,0.000010504612,0.0074586715],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967506,0.0021975373,0.000040866977,0.00028216047,0.00021728032,0.00051158044],"domain_scores_gemma":[0.99693054,0.0017402906,0.00021287469,0.00029855687,0.0001334661,0.00068438024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035582157,0.00034726667,0.00025351555,0.0008663759,0.007345399,0.004802851,0.0011830094,0.0016405892,0.00651811],"category_scores_gemma":[0.003375993,0.000195615,0.00033158227,0.00057389523,0.00822105,0.0031066223,0.00931288,0.0013469876,0.00072687847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020362329,0.0028856413,0.03738252,0.00024884928,0.000025803916,0.0032767495,0.78724355,0.0017960758,0.0059142583,0.046148665,0.003129911,0.11174443],"study_design_scores_gemma":[0.00006194399,0.0012883479,0.03177128,0.00039902687,0.000016763639,0.0012522143,0.7241642,0.0023795124,0.0043718168,0.030666059,0.20356849,0.00006038396],"about_ca_topic_score_codex":0.0027454514,"about_ca_topic_score_gemma":0.012708047,"teacher_disagreement_score":0.007345399,"about_ca_system_score_codex":0.0023559122,"about_ca_system_score_gemma":0.0023531243,"threshold_uncertainty_score":0.021805227},"labels":[],"label_agreement":null},{"id":"W4382026318","doi":"10.1007/978-3-031-35368-0_2","title":"Denser Living","year":2023,"lang":"en","type":"book-chapter","venue":"The urban book series","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Architectural engineering; Carbon footprint; Order (exchange); Ecological footprint; Scale (ratio); Environmental planning; Sustainable living; Business; Geography; Engineering; Sustainability; Sustainable development; Political science; Ecology; Cartography","score_opus":0.029992100725049067,"score_gpt":0.27041638575650984,"score_spread":0.24042428503146077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382026318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00082868553,0.002042465,0.0004929011,0.002412467,0.001061407,0.000016337972,0.00012096306,0.00006658538,0.9929582],"genre_scores_gemma":[0.003826318,0.00093009154,0.00034915324,0.00095236464,0.00011179762,0.00001797742,0.000086482985,0.000050898507,0.9936748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997178,0.00004962302,0.0000075257703,0.000056536643,0.000099799436,0.000068778485],"domain_scores_gemma":[0.99989176,0.0000112268635,0.0000057954635,0.000019714847,0.000029782932,0.000041635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439042,0.0005660256,0.0003463561,0.0007605913,0.0032100286,0.003138641,0.00067516847,0.0009281483,0.1905706],"category_scores_gemma":[0.00053932384,0.00022758041,0.0002548341,0.0010880915,0.0011384512,0.0024424153,0.0039459746,0.0018716013,0.06547236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009977523,0.000043105265,0.00029454968,0.00006760663,0.0000021350043,0.000060837345,0.0025475305,0.000040726798,0.00016828004,0.11821025,0.7299815,0.14857355],"study_design_scores_gemma":[6.2669403e-7,0.000002703091,0.00022768193,0.00002680824,4.6845315e-7,0.000025177602,0.00050498656,0.000006993808,0.0000150291435,0.0020709373,0.9971174,0.0000012500307],"about_ca_topic_score_codex":0.011998987,"about_ca_topic_score_gemma":0.064143635,"teacher_disagreement_score":0.1905706,"about_ca_system_score_codex":0.0012300555,"about_ca_system_score_gemma":0.0014095032,"threshold_uncertainty_score":0.6375221},"labels":[],"label_agreement":null},{"id":"W4385568593","doi":"10.1002/9781119653714.ch26","title":"Plex House","year":2023,"lang":"en","type":"other","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apartment; Architectural engineering; Architecture; Homogeneous; Resource (disambiguation); Geography; Terrace (agriculture); Engineering; Civil engineering; Archaeology; Computer science","score_opus":0.038135667746114404,"score_gpt":0.3550021852110388,"score_spread":0.31686651746492445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385568593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027582468,0.0010828791,0.0052145026,0.001679384,0.00088221685,0.00008729476,0.0011343564,0.0017856095,0.9853755],"genre_scores_gemma":[0.007378343,0.0008555665,0.003044063,0.00039547187,0.00009092756,0.000060601673,0.001059751,0.0005414109,0.9865739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901783,0.00011088732,0.00003764287,0.00014733832,0.00058033457,0.00010594462],"domain_scores_gemma":[0.9991351,0.00008910624,0.00003937088,0.00013100506,0.00036189082,0.00024357074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009394743,0.00047915813,0.00019912844,0.0012799217,0.0028543796,0.0042191865,0.0010749615,0.0008577061,0.29161754],"category_scores_gemma":[0.0019065993,0.00026376062,0.00022429999,0.0018025133,0.0008986613,0.0038158135,0.0031560548,0.0011192065,0.11188317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039337527,0.00006542079,0.0009306328,0.00013440821,0.0000027179235,0.00032978397,0.0013132445,0.0002062541,0.00060241943,0.105842724,0.62325513,0.267278],"study_design_scores_gemma":[4.806714e-7,0.000003725184,0.00017080543,0.00001319913,2.7930488e-7,0.000059071015,0.000102261394,0.000018991146,0.000088270004,0.00045955574,0.9990816,0.000001659727],"about_ca_topic_score_codex":0.007783567,"about_ca_topic_score_gemma":0.025036315,"teacher_disagreement_score":0.29161754,"about_ca_system_score_codex":0.0029433584,"about_ca_system_score_gemma":0.0027989352,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4386134333","doi":"10.32920/24001554.v1","title":"Temporality in Architecture: Facilitating Change in Toronto's Postwar Suburbs","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Demographics; Architecture; Redevelopment; Temporality; Climate change; Economic growth; Political science; Action (physics); Social change; Sociology; Economy; Geography; Economics; Archaeology; Law","score_opus":0.12293388858228922,"score_gpt":0.42130908845422266,"score_spread":0.29837519987193345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386134333","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6451733,0.0012479438,0.0023343104,0.025776798,0.00030448008,0.00010251052,0.00022980095,0.00015859994,0.32467225],"genre_scores_gemma":[0.97149885,0.0005190468,0.0010035133,0.00037681594,0.000024232124,0.000032666307,0.000090258414,0.000038294907,0.026416399],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863666,0.00047209396,0.000027636324,0.00011506672,0.00021564726,0.0005329529],"domain_scores_gemma":[0.9978331,0.0002148518,0.00016867787,0.00013915003,0.0003207715,0.0013234774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693014,0.0003268434,0.00014157554,0.0008600385,0.018831514,0.0065875715,0.0011116809,0.0007978475,0.010851934],"category_scores_gemma":[0.0023850389,0.00024804697,0.00024007018,0.0016172958,0.011770625,0.0024592984,0.006779553,0.0013669202,0.000661041],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013473602,0.00013923219,0.031883746,0.00020394825,0.000021460472,0.0016415258,0.6680116,0.0015311978,0.0021076973,0.13983853,0.06223073,0.09225558],"study_design_scores_gemma":[0.000020306628,0.000049844213,0.05799089,0.0001416609,0.0000194164,0.00011401731,0.40611058,0.0005651864,0.00045365738,0.00847924,0.5260273,0.000027966258],"about_ca_topic_score_codex":0.7958506,"about_ca_topic_score_gemma":0.94841176,"teacher_disagreement_score":0.20414943,"about_ca_system_score_codex":0.056455847,"about_ca_system_score_gemma":0.04911375,"threshold_uncertainty_score":0.41070336},"labels":[],"label_agreement":null},{"id":"W4386176940","doi":"10.32920/24001554","title":"Temporality in Architecture: Facilitating Change in Toronto's Postwar Suburbs","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Sustainability; Demographics; Redevelopment; Climate change; Temporality; Political science; Action (physics); Economic growth; Sociology; Economy; Geography; Economics; Archaeology; Law","score_opus":0.12293388858228922,"score_gpt":0.42130908845422266,"score_spread":0.29837519987193345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386176940","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6451733,0.0012479438,0.0023343104,0.025776798,0.00030448008,0.00010251052,0.00022980095,0.00015859994,0.32467225],"genre_scores_gemma":[0.97149885,0.0005190468,0.0010035133,0.00037681594,0.000024232124,0.000032666307,0.000090258414,0.000038294907,0.026416399],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863666,0.00047209396,0.000027636324,0.00011506672,0.00021564726,0.0005329529],"domain_scores_gemma":[0.9978331,0.0002148518,0.00016867787,0.00013915003,0.0003207715,0.0013234774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693014,0.0003268434,0.00014157554,0.0008600385,0.018831514,0.0065875715,0.0011116809,0.0007978475,0.010851934],"category_scores_gemma":[0.0023850389,0.00024804697,0.00024007018,0.0016172958,0.011770625,0.0024592984,0.006779553,0.0013669202,0.000661041],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013473602,0.00013923219,0.031883746,0.00020394825,0.000021460472,0.0016415258,0.6680116,0.0015311978,0.0021076973,0.13983853,0.06223073,0.09225558],"study_design_scores_gemma":[0.000020306628,0.000049844213,0.05799089,0.0001416609,0.0000194164,0.00011401731,0.40611058,0.0005651864,0.00045365738,0.00847924,0.5260273,0.000027966258],"about_ca_topic_score_codex":0.7958506,"about_ca_topic_score_gemma":0.94841176,"teacher_disagreement_score":0.20414943,"about_ca_system_score_codex":0.056455847,"about_ca_system_score_gemma":0.04911375,"threshold_uncertainty_score":0.41070336},"labels":[],"label_agreement":null},{"id":"W4386823864","doi":"10.32920/24085335.v1","title":"All under one roof: understanding the benefits and barriers of small-scale housing co-ownership","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Affordable housing; Equity (law); Business; Scale (ratio); Housing tenure; Public economics; Finance; Economic growth; Labour economics; Economics; Political science","score_opus":0.21361261569028392,"score_gpt":0.3514083150337765,"score_spread":0.1377956993434926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386823864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512989,0.0011463615,0.0008601102,0.01225813,0.00004624024,0.000031007505,0.000056603687,0.000005721007,0.034296926],"genre_scores_gemma":[0.99795806,0.00049930194,0.00016305412,0.00018904278,0.0000058416713,0.000010617893,0.000014378097,0.0000030173446,0.0011566973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99806625,0.0008731107,0.00004064776,0.00013506525,0.0002611094,0.0006237128],"domain_scores_gemma":[0.9969963,0.0015571604,0.00040000246,0.000109798915,0.0002694052,0.0006673192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469991,0.0002560174,0.00032624445,0.00088586274,0.0050690346,0.0043983418,0.0010684346,0.00082647294,0.0057184706],"category_scores_gemma":[0.0065879556,0.00021671901,0.00022246197,0.0013144773,0.009864702,0.006082824,0.005442095,0.0015299078,0.00015030935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032689688,0.00006985868,0.04822966,0.00016201663,0.000015798898,0.0007170464,0.8797125,0.00017446035,0.00032099432,0.044319116,0.002970301,0.023275482],"study_design_scores_gemma":[0.0000029685946,0.000020656697,0.039158758,0.00023410645,0.000010870024,0.000098540826,0.9408646,0.00030958894,0.000076753335,0.0047610328,0.014452662,0.00000948729],"about_ca_topic_score_codex":0.26212773,"about_ca_topic_score_gemma":0.390397,"teacher_disagreement_score":0.26212773,"about_ca_system_score_codex":0.010990197,"about_ca_system_score_gemma":0.0085690105,"threshold_uncertainty_score":0.52120394},"labels":[],"label_agreement":null},{"id":"W4386823865","doi":"10.32920/24085335","title":"All under one roof: understanding the benefits and barriers of small-scale housing co-ownership","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Affordable housing; Business; Equity (law); Housing tenure; Scale (ratio); Public economics; Finance; Economic growth; Economics; Labour economics; Political science; Geography","score_opus":0.21361261569028392,"score_gpt":0.3514083150337765,"score_spread":0.1377956993434926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386823865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512989,0.0011463615,0.0008601102,0.01225813,0.00004624024,0.000031007505,0.000056603687,0.000005721007,0.034296926],"genre_scores_gemma":[0.99795806,0.00049930194,0.00016305412,0.00018904278,0.0000058416713,0.000010617893,0.000014378097,0.0000030173446,0.0011566973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99806625,0.0008731107,0.00004064776,0.00013506525,0.0002611094,0.0006237128],"domain_scores_gemma":[0.9969963,0.0015571604,0.00040000246,0.000109798915,0.0002694052,0.0006673192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002469991,0.0002560174,0.00032624445,0.00088586274,0.0050690346,0.0043983418,0.0010684346,0.00082647294,0.0057184706],"category_scores_gemma":[0.0065879556,0.00021671901,0.00022246197,0.0013144773,0.009864702,0.006082824,0.005442095,0.0015299078,0.00015030935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032689688,0.00006985868,0.04822966,0.00016201663,0.000015798898,0.0007170464,0.8797125,0.00017446035,0.00032099432,0.044319116,0.002970301,0.023275482],"study_design_scores_gemma":[0.0000029685946,0.000020656697,0.039158758,0.00023410645,0.000010870024,0.000098540826,0.9408646,0.00030958894,0.000076753335,0.0047610328,0.014452662,0.00000948729],"about_ca_topic_score_codex":0.26212773,"about_ca_topic_score_gemma":0.390397,"teacher_disagreement_score":0.26212773,"about_ca_system_score_codex":0.010990197,"about_ca_system_score_gemma":0.0085690105,"threshold_uncertainty_score":0.52120394},"labels":[],"label_agreement":null},{"id":"W4392366865","doi":"","title":"Making housing a common space : the effort of personal appropriation of space in the context of cohousing","year":2020,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appropriation; Space (punctuation); Context (archaeology); Architectural engineering; Sociology; Aesthetics; Epistemology; Engineering; Art; History; Linguistics; Philosophy; Archaeology","score_opus":0.08654719961211002,"score_gpt":0.3479331571535854,"score_spread":0.2613859575414754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392366865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87159187,0.0007973275,0.0049003637,0.0043211984,0.00007867434,0.00003798352,0.00002375194,0.000013130021,0.11823576],"genre_scores_gemma":[0.9966478,0.00015483382,0.0007115109,0.0001356091,0.00000965836,0.000009689617,0.000008354965,0.000008568502,0.0023140141],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966384,0.0022673619,0.00006388505,0.0003142865,0.00023425568,0.00048166455],"domain_scores_gemma":[0.9976101,0.0007819909,0.00032229355,0.00030788916,0.00022983561,0.00074780587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030686785,0.0002884722,0.00024200731,0.00069619116,0.010628666,0.0056576757,0.0012617019,0.0014914292,0.0056585134],"category_scores_gemma":[0.0038817262,0.00029199105,0.0002497549,0.0007472887,0.02488867,0.0043774107,0.008207869,0.0017455644,0.00028845598],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048322872,0.00009628536,0.029366313,0.000087112756,0.000020409061,0.00096042186,0.83598834,0.0002296039,0.000935788,0.11256701,0.0012165378,0.018483862],"study_design_scores_gemma":[0.000008607724,0.0000715026,0.022771636,0.00013322441,0.000021932097,0.0006486338,0.9046056,0.00066665397,0.00038577965,0.029343478,0.041305944,0.00003682977],"about_ca_topic_score_codex":0.026162015,"about_ca_topic_score_gemma":0.05477818,"teacher_disagreement_score":0.026162015,"about_ca_system_score_codex":0.0026632561,"about_ca_system_score_gemma":0.0026100024,"threshold_uncertainty_score":0.052019477},"labels":[],"label_agreement":null},{"id":"W4392908334","doi":"10.32920/25417393.v1","title":"Analysis of Secondary Suites in the Greater Toronto Area","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geography; Qualitative analysis; Population; Regional science; Political science; Business; Qualitative research; Sociology; Demography; Social science","score_opus":0.03819291402673512,"score_gpt":0.34977278333575307,"score_spread":0.31157986930901793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392908334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6824571,0.19115543,0.004233267,0.0046408665,0.0005492934,0.0010087802,0.03859275,0.00017325401,0.07718925],"genre_scores_gemma":[0.90092903,0.07211564,0.0038941957,0.00050670846,0.00014069337,0.00029739828,0.011134534,0.000055946774,0.010925949],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970897,0.00051061274,0.00027142034,0.0002813427,0.0015662927,0.0002808294],"domain_scores_gemma":[0.9860086,0.0027482822,0.0024204047,0.00041100907,0.007720669,0.0006910649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027024122,0.00037720363,0.00050325354,0.014436694,0.0016236362,0.002941881,0.0007451327,0.0002882105,0.00398614],"category_scores_gemma":[0.007385686,0.00022558469,0.0005931075,0.024182921,0.0011047713,0.00071315246,0.0014614146,0.00039244563,0.00021902296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036545584,0.00008603189,0.33553913,0.05376761,0.0012410062,0.004624293,0.10017996,0.003991925,0.012327864,0.028641995,0.057254054,0.4019806],"study_design_scores_gemma":[0.0000073709507,0.00014297459,0.7045902,0.007125333,0.0005911321,0.00059714186,0.037043855,0.0006062144,0.002143151,0.0006593429,0.24643704,0.000056273584],"about_ca_topic_score_codex":0.7528131,"about_ca_topic_score_gemma":0.89965105,"teacher_disagreement_score":0.2471869,"about_ca_system_score_codex":0.02078083,"about_ca_system_score_gemma":0.03201047,"threshold_uncertainty_score":0.49728525},"labels":[],"label_agreement":null},{"id":"W4392916520","doi":"10.32920/25412623","title":"Architect-ing In-Betweenness: Human-Centred Design for Toronto's Arrival Cities","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Betweenness centrality; Immigration; Agency (philosophy); Sociology; Architecture; Unit (ring theory); Identity (music); Urban design; Architectural engineering; Public relations; Economic geography; Geography; Political science; Engineering; Aesthetics; Social science; Psychology; Law","score_opus":0.11241941667398414,"score_gpt":0.3858066012446528,"score_spread":0.2733871845706687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392916520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23863688,0.00212099,0.53645635,0.006906804,0.00034733053,0.0007649256,0.00048126694,0.0013606363,0.21292478],"genre_scores_gemma":[0.7847122,0.00082041865,0.18262774,0.00017279881,0.00001952891,0.00033990055,0.00026258317,0.00023596779,0.030808851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984092,0.000893146,0.000040902476,0.00014787083,0.00030813992,0.00020070885],"domain_scores_gemma":[0.9990476,0.00033050333,0.00004106155,0.00014447409,0.00015201507,0.00028435033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018548259,0.00073065615,0.00021901795,0.00053163554,0.0042634425,0.0071281246,0.001300608,0.0011851698,0.0047941613],"category_scores_gemma":[0.0018601303,0.00044372343,0.00047624003,0.0006966554,0.008308613,0.0015621879,0.003209313,0.00092676666,0.0005002145],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018238374,0.00011308794,0.006494568,0.00094110076,0.000059674938,0.0015826483,0.1574996,0.08548163,0.010385286,0.6419496,0.017529495,0.077780955],"study_design_scores_gemma":[0.000106972024,0.00024792552,0.008006565,0.0006000739,0.0001042791,0.0005644806,0.0949706,0.091593765,0.004698681,0.10617294,0.6927837,0.00015007585],"about_ca_topic_score_codex":0.19009551,"about_ca_topic_score_gemma":0.45365572,"teacher_disagreement_score":0.80990446,"about_ca_system_score_codex":0.012988017,"about_ca_system_score_gemma":0.013052928,"threshold_uncertainty_score":0.3779781},"labels":[],"label_agreement":null},{"id":"W4392916521","doi":"10.32920/25412623.v1","title":"Architect-ing In-Betweenness: Human-Centred Design for Toronto's Arrival Cities","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Betweenness centrality; Agency (philosophy); Immigration; Sociology; Architecture; Unit (ring theory); Urban design; Identity (music); Architectural engineering; Public relations; Geography; Engineering; Aesthetics; Political science; Social science; Psychology","score_opus":0.11241941667398414,"score_gpt":0.3858066012446528,"score_spread":0.2733871845706687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392916521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23863688,0.00212099,0.53645635,0.006906804,0.00034733053,0.0007649256,0.00048126694,0.0013606363,0.21292478],"genre_scores_gemma":[0.7847122,0.00082041865,0.18262774,0.00017279881,0.00001952891,0.00033990055,0.00026258317,0.00023596779,0.030808851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984092,0.000893146,0.000040902476,0.00014787083,0.00030813992,0.00020070885],"domain_scores_gemma":[0.9990476,0.00033050333,0.00004106155,0.00014447409,0.00015201507,0.00028435033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018548259,0.00073065615,0.00021901795,0.00053163554,0.0042634425,0.0071281246,0.001300608,0.0011851698,0.0047941613],"category_scores_gemma":[0.0018601303,0.00044372343,0.00047624003,0.0006966554,0.008308613,0.0015621879,0.003209313,0.00092676666,0.0005002145],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018238374,0.00011308794,0.006494568,0.00094110076,0.000059674938,0.0015826483,0.1574996,0.08548163,0.010385286,0.6419496,0.017529495,0.077780955],"study_design_scores_gemma":[0.000106972024,0.00024792552,0.008006565,0.0006000739,0.0001042791,0.0005644806,0.0949706,0.091593765,0.004698681,0.10617294,0.6927837,0.00015007585],"about_ca_topic_score_codex":0.19009551,"about_ca_topic_score_gemma":0.45365572,"teacher_disagreement_score":0.80990446,"about_ca_system_score_codex":0.012988017,"about_ca_system_score_gemma":0.013052928,"threshold_uncertainty_score":0.3779781},"labels":[],"label_agreement":null},{"id":"W4392928640","doi":"10.32920/25417393","title":"Analysis of Secondary Suites in the Greater Toronto Area","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Geography; Qualitative analysis; Population; Regional science; Political science; Business; Qualitative research; Sociology; Demography; Social science","score_opus":0.03819291402673512,"score_gpt":0.34977278333575307,"score_spread":0.31157986930901793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392928640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6824571,0.19115543,0.004233267,0.0046408665,0.0005492934,0.0010087802,0.03859275,0.00017325401,0.07718925],"genre_scores_gemma":[0.90092903,0.07211564,0.0038941957,0.00050670846,0.00014069337,0.00029739828,0.011134534,0.000055946774,0.010925949],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970897,0.00051061274,0.00027142034,0.0002813427,0.0015662927,0.0002808294],"domain_scores_gemma":[0.9860086,0.0027482822,0.0024204047,0.00041100907,0.007720669,0.0006910649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027024122,0.00037720363,0.00050325354,0.014436694,0.0016236362,0.002941881,0.0007451327,0.0002882105,0.00398614],"category_scores_gemma":[0.007385686,0.00022558469,0.0005931075,0.024182921,0.0011047713,0.00071315246,0.0014614146,0.00039244563,0.00021902296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036545584,0.00008603189,0.33553913,0.05376761,0.0012410062,0.004624293,0.10017996,0.003991925,0.012327864,0.028641995,0.057254054,0.4019806],"study_design_scores_gemma":[0.0000073709507,0.00014297459,0.7045902,0.007125333,0.0005911321,0.00059714186,0.037043855,0.0006062144,0.002143151,0.0006593429,0.24643704,0.000056273584],"about_ca_topic_score_codex":0.7528131,"about_ca_topic_score_gemma":0.89965105,"teacher_disagreement_score":0.2471869,"about_ca_system_score_codex":0.02078083,"about_ca_system_score_gemma":0.03201047,"threshold_uncertainty_score":0.49728525},"labels":[],"label_agreement":null},{"id":"W4399264910","doi":"10.1007/978-3-031-55956-3_6","title":"Co-Housing NL (Newfoundland and Labrador, Canada)—Piloting Affordable Housing Within a Sustainable Community Context","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of New Brunswick","funders":"","keywords":"Affordable housing; Context (archaeology); Sustainable community; Geography; Environmental planning; Business; Political science; Economic growth; Sustainable development; Archaeology; Economics; Law","score_opus":0.029303554110807074,"score_gpt":0.2896876029716839,"score_spread":0.2603840488608768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399264910","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010029954,0.013251615,0.0029269739,0.011927665,0.0012333002,0.00011761707,0.00086243683,0.0002807112,0.9593697],"genre_scores_gemma":[0.035328455,0.004168121,0.003219821,0.0012306722,0.00004761928,0.000050840783,0.000410951,0.00015263053,0.955391],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9993482,0.00004653831,0.000010094375,0.000062214705,0.00026671373,0.00026612607],"domain_scores_gemma":[0.99944454,0.000062233994,0.00002255439,0.00002093038,0.00024919157,0.00020051196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007516397,0.00046672902,0.00022941985,0.0012058784,0.007441121,0.0059423703,0.0012880862,0.0016843852,0.035675302],"category_scores_gemma":[0.000733039,0.00039585377,0.00029102582,0.0021422103,0.0016145693,0.0019667055,0.0019593756,0.0018724637,0.0040223845],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029353067,0.000055317363,0.0017311788,0.00012867794,0.00000543714,0.00029665272,0.0025602055,0.00038714506,0.0005112979,0.090656824,0.7147004,0.18893749],"study_design_scores_gemma":[0.0000030828892,0.00000909103,0.0023794954,0.00008658823,0.0000026463165,0.000056594832,0.001401266,0.00016963,0.0002308185,0.00094716705,0.99470466,0.000008928867],"about_ca_topic_score_codex":0.96213204,"about_ca_topic_score_gemma":0.9940154,"teacher_disagreement_score":0.04155132,"about_ca_system_score_codex":0.04155132,"about_ca_system_score_gemma":0.056683883,"threshold_uncertainty_score":0.30147737},"labels":[],"label_agreement":null},{"id":"W4400963975","doi":"10.1515/9783986120948","title":"Das Wiener Modell 2","year":2024,"lang":"de","type":"book","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03312364687975967,"score_gpt":0.3431393004708666,"score_spread":0.31001565359110694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400963975","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015100013,0.0065647163,0.06389017,0.010553524,0.0014731482,0.000109266206,0.0012470116,0.0006114837,0.91404074],"genre_scores_gemma":[0.19307828,0.020143427,0.06546731,0.005764992,0.0014107303,0.0012948397,0.004113246,0.0020035484,0.7067237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727196,0.000939904,0.00017927607,0.00055206596,0.00078914623,0.00026765172],"domain_scores_gemma":[0.999151,0.00034174687,0.00006560889,0.00015412775,0.00021554156,0.00007194849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018359455,0.0013777779,0.00069340057,0.0017796431,0.002371735,0.010618908,0.0015575346,0.0031166642,0.07809008],"category_scores_gemma":[0.0050567994,0.00064286194,0.0010775216,0.0021396615,0.0039041482,0.0087937685,0.004527748,0.0045553525,0.038171202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007794993,0.000008626148,0.00006403019,0.000053735672,0.000004899975,0.000077866905,0.0002416465,0.00084413646,0.000042779346,0.9475278,0.031139515,0.019987248],"study_design_scores_gemma":[0.000005919767,0.000007699706,0.00005360648,0.00015457044,0.0000044066164,0.00014154047,0.00017873394,0.0015210848,0.000114178925,0.37456048,0.62324554,0.000012265643],"about_ca_topic_score_codex":0.0054527773,"about_ca_topic_score_gemma":0.0040863072,"teacher_disagreement_score":0.07809008,"about_ca_system_score_codex":0.005486599,"about_ca_system_score_gemma":0.0036952693,"threshold_uncertainty_score":0.26123732},"labels":[],"label_agreement":null},{"id":"W4401766540","doi":"10.15402/esj.v10i2.70852","title":"Less Talk, More Builds: The Mixed-Income Residential Tower Model of the University of Winnipeg Community Renewal Corporation","year":2024,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Corporation; Tower; Rand corporation; Sociology; Business; Geography; Economics; Management; Finance; Archaeology","score_opus":0.1301584462417078,"score_gpt":0.37718263872139646,"score_spread":0.24702419247968865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401766540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21416855,0.0018638656,0.044246692,0.07399839,0.0009354914,0.0006804674,0.00029901357,0.00046393377,0.6633436],"genre_scores_gemma":[0.84445393,0.00095524295,0.017991805,0.0032039764,0.00008495466,0.00031864762,0.00015942467,0.00014841006,0.13268362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796,0.000949107,0.000022881844,0.00019734161,0.00032275298,0.000548],"domain_scores_gemma":[0.99849474,0.00012495319,0.000040339248,0.00013051245,0.00022199118,0.0009874919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017437679,0.00040156618,0.0002019264,0.00056314183,0.008013082,0.005656348,0.002031307,0.0016674005,0.015999347],"category_scores_gemma":[0.002668553,0.0003291499,0.00035856498,0.0005876065,0.003917329,0.0037885155,0.0053213667,0.0014990402,0.0018976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032255615,0.00048313593,0.012238795,0.00013472243,0.000030399788,0.0017103454,0.023135891,0.0072073843,0.0011352272,0.73085237,0.11509676,0.10765244],"study_design_scores_gemma":[0.0001817726,0.0004019041,0.008994972,0.00028960325,0.000058442998,0.00076589466,0.03597014,0.017340954,0.000755895,0.07841314,0.856675,0.00015222601],"about_ca_topic_score_codex":0.31257156,"about_ca_topic_score_gemma":0.55002755,"teacher_disagreement_score":0.6874285,"about_ca_system_score_codex":0.012717858,"about_ca_system_score_gemma":0.015587159,"threshold_uncertainty_score":0.62150437},"labels":[],"label_agreement":null},{"id":"W4406923173","doi":"10.1515/9783839476031-005","title":"Gendered Design for Gendered Crisis: Women’s Experiences in Public Transport","year":2025,"lang":"en","type":"book-chapter","venue":"transcript Verlag eBooks","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Orta Doğu Teknik Üniversitesi; International Development Research Centre","keywords":"Solidarity; Isolation (microbiology); Sociology; Political science; Biology; Bioinformatics","score_opus":0.0955589322943826,"score_gpt":0.30255186905992926,"score_spread":0.20699293676554664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406923173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.624776,0.010026824,0.014734854,0.022095935,0.0014551635,0.00023230404,0.00016482834,0.00017289945,0.32634118],"genre_scores_gemma":[0.9265925,0.0031264382,0.0015223811,0.001373935,0.00012441058,0.00019843856,0.00004177371,0.00016987535,0.066850215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99574834,0.0034104912,0.000056369223,0.00018292476,0.00029797087,0.0003039939],"domain_scores_gemma":[0.9967578,0.0025421802,0.0001611897,0.0001471085,0.00014175703,0.00024989562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004836914,0.0008049729,0.0005093832,0.00093571923,0.011124175,0.0073853508,0.0010866367,0.0019688453,0.010976688],"category_scores_gemma":[0.0043939822,0.00045554034,0.00033901224,0.0014488575,0.014177396,0.0049453783,0.005559866,0.0025474278,0.0009348686],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022335867,0.000018139648,0.0005303342,0.000077685225,0.0000019564907,0.0004300927,0.9694602,0.00003683847,0.00025886163,0.018843118,0.0027009668,0.0076195193],"study_design_scores_gemma":[0.0000061180576,0.000058379497,0.00072452595,0.0001765575,0.000004425641,0.0005956668,0.83987164,0.000066981724,0.0003797253,0.0028666258,0.15523946,0.000009839898],"about_ca_topic_score_codex":0.0043714396,"about_ca_topic_score_gemma":0.007366331,"teacher_disagreement_score":0.011124175,"about_ca_system_score_codex":0.0045963847,"about_ca_system_score_gemma":0.0024087538,"threshold_uncertainty_score":0.036720753},"labels":[],"label_agreement":null},{"id":"W4411354051","doi":"10.4324/9781003480426-4","title":"Ethical Practice","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Engineering ethics; Sociology; Philosophy; Engineering","score_opus":0.031077936995684133,"score_gpt":0.3830046495113585,"score_spread":0.35192671251567437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411354051","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009897003,0.0061356327,0.0154428175,0.0308818,0.003073855,0.00018964987,0.00008700525,0.000107220156,0.9430923],"genre_scores_gemma":[0.10381994,0.008904945,0.024571653,0.046404164,0.0028188515,0.00094557076,0.00029445524,0.00039590758,0.81184447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9804894,0.009988351,0.0010519038,0.0022319406,0.005121837,0.0011166265],"domain_scores_gemma":[0.9930728,0.0030029092,0.00042490568,0.0013050189,0.0017583976,0.00043608542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011995,0.0010044829,0.0007152703,0.001454894,0.008219673,0.011153476,0.0021729018,0.008628056,0.030161962],"category_scores_gemma":[0.01587093,0.0006079035,0.00069241796,0.0013958518,0.021041948,0.008252622,0.007668149,0.009097477,0.016282158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000348398,0.000010112997,0.00005302537,0.00006903286,0.0000020103475,0.00004842942,0.0033555157,0.00005890891,0.00006706795,0.93144846,0.05277753,0.012106468],"study_design_scores_gemma":[0.0000026160344,0.000004866475,0.00003897722,0.00031889326,0.000001266566,0.00012732427,0.0011821663,0.000048887778,0.00008157507,0.12293265,0.87525475,0.0000059281197],"about_ca_topic_score_codex":0.002108313,"about_ca_topic_score_gemma":0.0033164313,"teacher_disagreement_score":0.030161962,"about_ca_system_score_codex":0.006027363,"about_ca_system_score_gemma":0.008766645,"threshold_uncertainty_score":0.10090178},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4412161193","doi":"10.35483/acsa.am.113.82","title":"Parks in Action - Community Climate Action Hubs","year":2025,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Computer science; Physics","score_opus":0.08522526012848355,"score_gpt":0.4398015515449686,"score_spread":0.35457629141648506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412161193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28730416,0.0020453234,0.061252005,0.019424427,0.0014294469,0.0017664018,0.0012386243,0.0030973658,0.6224422],"genre_scores_gemma":[0.88961333,0.00050738204,0.03710998,0.0013772423,0.000118129836,0.00073744665,0.0004657254,0.00022334648,0.06984735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685967,0.0018377574,0.00005050595,0.00030045674,0.00039752497,0.0005540647],"domain_scores_gemma":[0.9951238,0.00073629007,0.00023647834,0.00071714725,0.00042115716,0.0027652252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038993226,0.00035034856,0.00022529195,0.0005928111,0.005666401,0.004174381,0.0015090709,0.0010809931,0.042939816],"category_scores_gemma":[0.0032912036,0.00034998887,0.00033053916,0.00071827683,0.0028095292,0.0032648148,0.009355104,0.0012537738,0.0021904495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000525057,0.0021070652,0.017507948,0.0009506974,0.000049470484,0.0009622861,0.044297826,0.004808591,0.0026395158,0.4288973,0.1571744,0.3400799],"study_design_scores_gemma":[0.00010837311,0.0004325705,0.011207994,0.00030038346,0.000021095859,0.0002823731,0.02690565,0.0021115649,0.0014479656,0.042358715,0.91478914,0.00003416863],"about_ca_topic_score_codex":0.0051766573,"about_ca_topic_score_gemma":0.03427007,"teacher_disagreement_score":0.042939816,"about_ca_system_score_codex":0.0033939711,"about_ca_system_score_gemma":0.0077347625,"threshold_uncertainty_score":0.14364797},"labels":[],"label_agreement":null},{"id":"W4412424044","doi":"10.1016/j.destud.2025.101326","title":"Researching collaborative housing through design: A case study of co-design workshops involving low-income recent immigrants in Canada","year":2025,"lang":"en","type":"article","venue":"Design Studies","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Sociology; Demographic economics; Geography; Economics; Archaeology","score_opus":0.14116113595164234,"score_gpt":0.42128081848033344,"score_spread":0.2801196825286911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412424044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866807,0.00049792894,0.0024142766,0.0017260617,0.000043347765,0.00041502903,0.000049592265,0.000026499778,0.008146588],"genre_scores_gemma":[0.9897832,0.0004829988,0.0042261663,0.00044120284,0.000007651189,0.00025491067,0.000033528388,0.000024853674,0.00474542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907803,0.0054006614,0.00018920239,0.00064695324,0.00088278763,0.0021000965],"domain_scores_gemma":[0.9912277,0.0035817877,0.000488854,0.00043631857,0.0016193223,0.0026460476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010831239,0.001023392,0.0007612065,0.0014842135,0.039952338,0.005337749,0.0039796666,0.0029159344,0.0029043506],"category_scores_gemma":[0.010660443,0.00065967685,0.00072691654,0.0020187832,0.013518611,0.0018955971,0.0074257497,0.0028430573,0.0003244445],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008573581,0.00035968827,0.007697732,0.00021648702,0.0000143863845,0.0034528526,0.9664834,0.00026700782,0.0010581675,0.0020447497,0.001211223,0.017108671],"study_design_scores_gemma":[0.000019778003,0.00015762949,0.0036928684,0.00016197642,0.000017290044,0.00036993242,0.9793611,0.00036665073,0.0004309632,0.00045082576,0.014937674,0.000033259388],"about_ca_topic_score_codex":0.6869905,"about_ca_topic_score_gemma":0.89251876,"teacher_disagreement_score":0.3130095,"about_ca_system_score_codex":0.03593864,"about_ca_system_score_gemma":0.059444565,"threshold_uncertainty_score":0.6297057},"labels":[],"label_agreement":null},{"id":"W4415585984","doi":"10.21083/crrf.v29i1.7308","title":"Conference Program","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Research program; Program Design Language; Work (physics); Rural area","score_opus":0.018555730802094276,"score_gpt":0.31641286136033026,"score_spread":0.297857130558236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415585984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004242045,0.0048010205,0.009790248,0.051404003,0.1151409,0.009667388,0.017393112,0.0025536686,0.78500754],"genre_scores_gemma":[0.0113841705,0.0020970777,0.003209285,0.008358609,0.012232205,0.0058475216,0.0070623723,0.00090422505,0.9489045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962651,0.00074717373,0.00015129085,0.000579789,0.0014032027,0.0008534738],"domain_scores_gemma":[0.9798346,0.00075245,0.00036278987,0.0006729947,0.008328573,0.010048587],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006641949,0.0012662846,0.0007827545,0.002520236,0.003867941,0.0067693796,0.0023531476,0.0029017364,0.5231978],"category_scores_gemma":[0.010910573,0.00042519253,0.0008141207,0.0016051312,0.0007277331,0.0016793502,0.0053861155,0.003426408,0.2975826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001237068,0.00008181997,0.00015327804,0.00017632119,0.0000032559224,0.000053693195,0.00011327913,0.000058155376,0.00042329179,0.0021782494,0.9628934,0.03374151],"study_design_scores_gemma":[0.00002625061,0.000034814202,0.00052174187,0.000083776744,0.0000014510456,0.000028331238,0.00013683007,0.000042206335,0.00013302166,0.00055684696,0.99842936,0.0000052593323],"about_ca_topic_score_codex":0.0032794648,"about_ca_topic_score_gemma":0.009066975,"teacher_disagreement_score":0.47680217,"about_ca_system_score_codex":0.0045142346,"about_ca_system_score_gemma":0.011907922,"threshold_uncertainty_score":0.68010044},"labels":[],"label_agreement":null},{"id":"W4415586504","doi":"10.21083/crrf.v29i1.7733","title":"HeddlestoneCohousing: A Beautiful Collision ofSustainability, Psychology,Economics, and Architecture","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Architecture; Plan (archaeology); Sustainable development; Psychological resilience; Community development; Development plan; Snow","score_opus":0.01199880129908836,"score_gpt":0.30400586313244654,"score_spread":0.2920070618333582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415586504","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11886349,0.07285823,0.020192204,0.26895982,0.008041584,0.00009889788,0.00021215036,0.00042356004,0.51035005],"genre_scores_gemma":[0.5964122,0.013426072,0.009662599,0.017704746,0.00094377703,0.000049137434,0.00008047598,0.00032699265,0.36139402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","domain_scores_codex":[0.999086,0.00034621602,0.000016158494,0.00013630837,0.00026696388,0.00014825485],"domain_scores_gemma":[0.9994918,0.00013801287,0.000026807169,0.00005489291,0.000100869474,0.00018748833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299888,0.0008810477,0.0003083078,0.0010646802,0.011101986,0.007501896,0.00073466316,0.0016445662,0.009582678],"category_scores_gemma":[0.0010004538,0.00036962892,0.00026923828,0.0008120896,0.018039918,0.007780257,0.005622539,0.0030040145,0.00063426176],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010367148,0.000063021136,0.0038033514,0.00014011348,0.000017187727,0.00096145674,0.07379019,0.00029567385,0.0016835722,0.51999664,0.30204275,0.09710235],"study_design_scores_gemma":[0.000006303682,0.000026854432,0.0016596068,0.0001386026,0.0000044498233,0.00060737715,0.033296,0.0002660326,0.0003931745,0.044472545,0.9191038,0.000025160225],"about_ca_topic_score_codex":0.07300329,"about_ca_topic_score_gemma":0.2207902,"teacher_disagreement_score":0.07300329,"about_ca_system_score_codex":0.0065574367,"about_ca_system_score_gemma":0.0041449326,"threshold_uncertainty_score":0.14515674},"labels":[],"label_agreement":null},{"id":"W4415675123","doi":"10.9707/0739-1250.1072","title":"Interpersonal Elements of Social Sustainability in Intentional Communities","year":2025,"lang":"en","type":"article","venue":"Communal Societies","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Interpersonal communication; Sustainability; Social relation; Interpersonal relationship; Negotiation; Perspective (graphical)","score_opus":0.023162646464658567,"score_gpt":0.36996670170082674,"score_spread":0.3468040552361682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415675123","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36998397,0.0024837812,0.038357828,0.016521307,0.00030727734,0.00036446893,0.00009266879,0.00015054214,0.5717382],"genre_scores_gemma":[0.98982644,0.0003791527,0.0032377606,0.00036443898,0.00003288277,0.00012160636,0.000028855571,0.000017388093,0.005991386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99101514,0.005820781,0.00024566622,0.0005686119,0.001340574,0.0010092454],"domain_scores_gemma":[0.99470574,0.002069181,0.0011473299,0.0006248103,0.00062743673,0.00082551286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046895747,0.000428906,0.0002951149,0.0021431616,0.012465087,0.00876945,0.0012758237,0.0023120674,0.008523726],"category_scores_gemma":[0.0064546554,0.00025402775,0.00046172424,0.0017138273,0.021454804,0.008029833,0.01983475,0.00168332,0.00044496154],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031951753,0.00019343445,0.02245932,0.00041538593,0.000048147067,0.0015229344,0.26726428,0.0008868545,0.0009484058,0.625325,0.0048041143,0.076100044],"study_design_scores_gemma":[0.000014171549,0.00011034924,0.019148663,0.0006705667,0.00003090295,0.0013100579,0.37605938,0.0011453116,0.0006833853,0.33518124,0.2655875,0.00005850173],"about_ca_topic_score_codex":0.0043885014,"about_ca_topic_score_gemma":0.009110494,"teacher_disagreement_score":0.012465087,"about_ca_system_score_codex":0.0051949495,"about_ca_system_score_gemma":0.005358887,"threshold_uncertainty_score":0.03769213},"labels":[],"label_agreement":null},{"id":"W4416959059","doi":"10.4324/9781003591955","title":"Fundamentals of Community Design for Wellbeing","year":2025,"lang":"en","type":"book","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Urban design; Community design; Architecture; Urban planning; Process (computing); Closing (real estate); Placemaking; Design elements and principles; Environmental design and planning","score_opus":0.09327489207917336,"score_gpt":0.3785647155431516,"score_spread":0.28528982346397824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416959059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009530139,0.009824106,0.07926183,0.008508815,0.001990628,0.00027565839,0.00015877475,0.0006858988,0.89834124],"genre_scores_gemma":[0.038453586,0.017884886,0.1054345,0.0044678356,0.000714626,0.0009170233,0.00035542084,0.00058305723,0.8311891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99879634,0.00040669,0.0000458679,0.00013327057,0.0005063041,0.00011156347],"domain_scores_gemma":[0.9994653,0.00021724509,0.000020356903,0.000072092094,0.0001529067,0.00007214829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011109838,0.00080380164,0.0004064146,0.0008462617,0.002362509,0.005869213,0.0013322606,0.0022325485,0.04097811],"category_scores_gemma":[0.002002586,0.0004228998,0.00054161524,0.0008696143,0.0032788306,0.0037018075,0.0038724027,0.0027286406,0.011538451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097889515,0.00003219717,0.00009924154,0.0003074125,0.0000056822387,0.00012178569,0.0029256663,0.0012543051,0.00048088917,0.6653461,0.180923,0.14849406],"study_design_scores_gemma":[0.0000024608903,0.000007863525,0.00006360789,0.00017709298,0.0000015018794,0.00011769234,0.00034748478,0.00040832482,0.00010169235,0.060708318,0.9380579,0.0000060925627],"about_ca_topic_score_codex":0.0029395712,"about_ca_topic_score_gemma":0.004811718,"teacher_disagreement_score":0.04097811,"about_ca_system_score_codex":0.0022093009,"about_ca_system_score_gemma":0.0022253299,"threshold_uncertainty_score":0.13708544},"labels":[],"label_agreement":null},{"id":"W4417339079","doi":"10.1371/journal.pmen.0000505","title":"Exploring the bounds of consumer choice in supported housing: A reflexive thematic analysis of data generated from supportive housing tenants in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Royal Roads University","funders":"Ministry of Health, British Columbia","keywords":"Reflexivity; Consumer choice; Thematic analysis; Scope (computer science); Work (physics); Consumer behaviour; Empowerment; Quality (philosophy)","score_opus":0.1478494967854277,"score_gpt":0.3782963034347359,"score_spread":0.23044680664930822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417339079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874701,0.0006406923,0.002513775,0.0015511077,0.000039987823,0.00048529982,0.00040312138,0.000009057225,0.006886886],"genre_scores_gemma":[0.9939873,0.0005554737,0.0018549408,0.00041952555,0.000007896236,0.0005844029,0.00025837816,0.000028661683,0.002303432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9896019,0.0059374063,0.00040759688,0.00073434046,0.0016725621,0.0016461557],"domain_scores_gemma":[0.97879744,0.014099938,0.0013199456,0.0004989967,0.0044773393,0.0008064246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01581333,0.00054333964,0.00087556866,0.004735769,0.016874705,0.0065404023,0.0020584231,0.0011070485,0.0018276646],"category_scores_gemma":[0.019928839,0.00051234313,0.0003664566,0.009050015,0.013896431,0.0020752244,0.006004771,0.0022911397,0.00012128267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002304056,0.000008482933,0.0038777613,0.00009501154,0.000003518518,0.00032879596,0.991339,0.000024931156,0.00036648978,0.0007722282,0.00036308452,0.0027975868],"study_design_scores_gemma":[0.000001313689,0.0000045193756,0.00463584,0.00011507928,0.0000026055832,0.000034718618,0.99139684,0.00006052148,0.00010294864,0.00015485862,0.0034829355,0.000007885502],"about_ca_topic_score_codex":0.78986424,"about_ca_topic_score_gemma":0.8813948,"teacher_disagreement_score":0.21013576,"about_ca_system_score_codex":0.048340414,"about_ca_system_score_gemma":0.050948557,"threshold_uncertainty_score":0.42274654},"labels":[],"label_agreement":null},{"id":"W563614762","doi":"10.1079/9780845931202.0313","title":"Multiple dwelling: prospect and retrospect.","year":2006,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Power (physics); Sociology; Economic geography; History; Political economy; Political science; Geography; Physics","score_opus":0.023490174913334317,"score_gpt":0.26460079670003855,"score_spread":0.24111062178670423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W563614762","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03340985,0.19254178,0.0024813144,0.049740463,0.0075602233,0.00003776092,0.00015759187,0.00005119939,0.7140198],"genre_scores_gemma":[0.3545189,0.08774826,0.0015787643,0.01594408,0.002254848,0.000097421034,0.00018850598,0.00009656311,0.5375727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996798,0.00012938395,0.0000087859835,0.000057679837,0.00005719583,0.00006708536],"domain_scores_gemma":[0.9997377,0.00011984682,0.000016054866,0.000022268156,0.000034914487,0.00006915595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072818884,0.0004077369,0.00023274828,0.00071370386,0.0036632386,0.002835203,0.00071659154,0.0020022106,0.009009953],"category_scores_gemma":[0.00095370616,0.00023026355,0.00018325855,0.001161041,0.005577489,0.005374477,0.0027712001,0.0030831336,0.0014110054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039162882,0.000055326145,0.000983658,0.00043139956,0.0000044094854,0.0010533715,0.056907464,0.00008994531,0.000185691,0.59711266,0.1842991,0.15883793],"study_design_scores_gemma":[0.0000023966643,0.000021979766,0.0012235497,0.00055140763,0.000002650865,0.000813229,0.020853534,0.00003669884,0.00010291561,0.01437344,0.9620111,0.000007103249],"about_ca_topic_score_codex":0.009679194,"about_ca_topic_score_gemma":0.038173135,"teacher_disagreement_score":0.009679194,"about_ca_system_score_codex":0.0019247202,"about_ca_system_score_gemma":0.0016061876,"threshold_uncertainty_score":0.030141294},"labels":[],"label_agreement":null},{"id":"W600219221","doi":"10.71781/2549","title":"Arbitration under the regulations on the guarantee of new residential buildings in Quebec","year":2010,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University","keywords":"Arbitration; Architectural engineering; Business; Civil engineering; Environmental planning; Engineering; Law; Political science; Geography","score_opus":0.009693324197578682,"score_gpt":0.22815987919276334,"score_spread":0.21846655499518466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W600219221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24122928,0.0065114344,0.01422564,0.038707,0.0007076037,0.00061207515,0.0034931395,0.00024057721,0.6942733],"genre_scores_gemma":[0.7290502,0.0015230754,0.005625046,0.0038113887,0.00012099003,0.000179586,0.0005426478,0.000048876744,0.2590982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99449277,0.000767145,0.0003255614,0.0005858097,0.002105099,0.0017236081],"domain_scores_gemma":[0.9953649,0.0010369135,0.0003224016,0.00047828886,0.0023520368,0.00044550735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035497337,0.00027838585,0.00030105317,0.00069727685,0.007974237,0.0056501455,0.0016764826,0.0023829138,0.011623907],"category_scores_gemma":[0.0066786264,0.00047370323,0.00051775365,0.0015005977,0.00352048,0.0011097023,0.0016679126,0.0023853646,0.0006885024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098166136,0.00004944532,0.018493291,0.00023191657,0.000037372116,0.00089072273,0.009910586,0.00555089,0.0021939713,0.8148947,0.09616969,0.051479302],"study_design_scores_gemma":[0.000059675684,0.000053860942,0.09390879,0.0003400375,0.000055703957,0.00019524198,0.004506291,0.0042359172,0.0013391051,0.0113642095,0.8837522,0.00018889281],"about_ca_topic_score_codex":0.98527735,"about_ca_topic_score_gemma":0.99357754,"teacher_disagreement_score":0.06831408,"about_ca_system_score_codex":0.06831408,"about_ca_system_score_gemma":0.08229553,"threshold_uncertainty_score":0.49565566},"labels":[],"label_agreement":null},{"id":"W6884851235","doi":"10.13016/vs0t-qfbe","title":"Vacant to Vibrant: Adaptive Reuse Opportunities in Prince George’s County, Maryland","year":2025,"lang":"en","type":"other","venue":"Digital Repository at the University of Maryland (University of Maryland College Park)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Reuse; Zoning; Sustainability; Urban sustainability; Adaptive reuse; Urban regeneration","score_opus":0.013372061896415698,"score_gpt":0.20598435313743074,"score_spread":0.19261229124101503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884851235","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133454,0.0013511948,0.0009781702,0.01195392,0.00009472159,0.00006931434,0.0002944976,0.000079883626,0.071832895],"genre_scores_gemma":[0.94807225,0.0015361251,0.0018503821,0.0013814503,0.000039326394,0.00006610548,0.00019374563,0.000026717256,0.046833824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979824,0.000059180282,0.0000038538387,0.000020741729,0.000039283706,0.00007866132],"domain_scores_gemma":[0.99976224,0.00004198133,0.000021755857,0.000011810926,0.00004139157,0.00012079852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025576857,0.000076440316,0.000053562435,0.00034232804,0.0038659188,0.0011481286,0.00047062495,0.00035847645,0.0069133122],"category_scores_gemma":[0.00051693484,0.000115815485,0.00007924974,0.0005803215,0.00072543597,0.00071430265,0.0022340466,0.00048332865,0.00043431492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014983628,0.00044845915,0.13200898,0.0004771001,0.000028517612,0.0060569537,0.11622678,0.0010977029,0.0031697676,0.025676442,0.26507896,0.44958052],"study_design_scores_gemma":[0.000010817104,0.00019309898,0.2120626,0.0002597794,0.000015153846,0.0011662786,0.26348558,0.00085188705,0.00068943814,0.0023634504,0.5188647,0.000037286936],"about_ca_topic_score_codex":0.10221595,"about_ca_topic_score_gemma":0.4391595,"teacher_disagreement_score":0.10221595,"about_ca_system_score_codex":0.0014917473,"about_ca_system_score_gemma":0.0034297116,"threshold_uncertainty_score":0.20324194},"labels":[],"label_agreement":null},{"id":"W6886052207","doi":"10.14288/1.0448842","title":"The Aging Person and the Modern Hearth : A New Model for Senior Housing and Community Food Space in Vancouver’s Westside.","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Neighbourhood (mathematics); Hearth; Aging in place; Space (punctuation); Social isolation; Interactivity; Isolation (microbiology)","score_opus":0.019016370481887434,"score_gpt":0.23307212096542215,"score_spread":0.21405575048353473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886052207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5887576,0.018488187,0.006904979,0.06717304,0.0024178352,0.00013955259,0.00014273942,0.00012154709,0.3158545],"genre_scores_gemma":[0.93757945,0.005026006,0.0031172498,0.0037897201,0.00011108913,0.000054313972,0.000046030083,0.000034215464,0.05024192],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992151,0.00031594042,0.000016098467,0.00007774817,0.00014749872,0.00022760195],"domain_scores_gemma":[0.9992699,0.000037545804,0.000023554252,0.000025868618,0.00010671178,0.00053640304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084427017,0.00034171928,0.00021612574,0.00082223397,0.01183577,0.007842606,0.0012880781,0.0011042946,0.003729459],"category_scores_gemma":[0.0006435108,0.00019407709,0.00022419097,0.00087580306,0.009953851,0.0027856207,0.005681048,0.0020270294,0.00032571083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011316481,0.00022782017,0.0317136,0.00030499598,0.000031072428,0.0019342207,0.5549799,0.00029829462,0.0011960826,0.18595801,0.06296295,0.16027986],"study_design_scores_gemma":[0.000019023428,0.00012088411,0.01671581,0.00027395986,0.000019568888,0.00081501086,0.5548082,0.00031681143,0.00013811194,0.012206017,0.41452935,0.000037189417],"about_ca_topic_score_codex":0.5038254,"about_ca_topic_score_gemma":0.8463271,"teacher_disagreement_score":0.49617457,"about_ca_system_score_codex":0.010233774,"about_ca_system_score_gemma":0.014889896,"threshold_uncertainty_score":0.9981933},"labels":[],"label_agreement":null},{"id":"W6921625831","doi":"10.7916/d8jw9sq9","title":"425 East 61st Street","year":2018,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Work (physics); Population; Quarter (Canadian coin)","score_opus":0.034304783256727964,"score_gpt":0.27837099696615003,"score_spread":0.24406621370942205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921625831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015573397,0.0005719612,0.00019122251,0.0005142256,0.0004600808,0.000103404716,0.0017658824,0.000606948,0.99422884],"genre_scores_gemma":[0.0019096923,0.0003517849,0.0001639376,0.00035144872,0.00005742322,0.00004438309,0.0008391959,0.0002152448,0.99606687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993895,0.000059175727,0.000024103138,0.0001819637,0.00020291485,0.00014231658],"domain_scores_gemma":[0.99889094,0.00019794058,0.000042562835,0.0001186461,0.00029715308,0.0004528708],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045734533,0.0027247237,0.0015995579,0.003120351,0.00914157,0.0053140144,0.0017674176,0.0044188104,0.93021196],"category_scores_gemma":[0.0019727563,0.0011853413,0.00092372834,0.0031768808,0.0012943748,0.002886828,0.0052100993,0.0057732165,0.89295834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013081232,0.0004154742,0.0010380928,0.00023930708,0.000018586055,0.00038908084,0.0002064749,0.00016742069,0.0008723197,0.0044560125,0.8976628,0.094403654],"study_design_scores_gemma":[0.00007439168,0.00010869223,0.0067075836,0.00072766014,0.000022488895,0.0002463431,0.00079214125,0.00040950367,0.00051700266,0.0018628134,0.98850155,0.000029834231],"about_ca_topic_score_codex":0.017808376,"about_ca_topic_score_gemma":0.092686474,"teacher_disagreement_score":0.06978804,"about_ca_system_score_codex":0.0022114485,"about_ca_system_score_gemma":0.0022888582,"threshold_uncertainty_score":0.09954417},"labels":[],"label_agreement":null},{"id":"W6958161437","doi":"10.6084/m9.figshare.17147773","title":"A Case of (Decreasing) American Exceptionalism","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zoning; Legislation; Exceptionalism; Affordable housing; White (mutation); Racism","score_opus":0.06244444483424542,"score_gpt":0.35557487379246844,"score_spread":0.293130428958223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958161437","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34818614,0.004419278,0.0025396757,0.15863357,0.001301996,0.000028785691,0.00013425374,0.000078383186,0.48467794],"genre_scores_gemma":[0.9574654,0.0013544474,0.00082523155,0.031049388,0.00038820264,0.000029959276,0.000052791955,0.000047681136,0.008786874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958118,0.0016113927,0.000105467545,0.00063837063,0.0007364258,0.0010965472],"domain_scores_gemma":[0.99476093,0.0014363541,0.0006682238,0.0006671559,0.0010280213,0.0014392934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043497793,0.00016689592,0.00030157456,0.0015672619,0.015593495,0.005033113,0.0011711646,0.0028145353,0.0046318565],"category_scores_gemma":[0.007699307,0.0002146979,0.0003342413,0.0021781113,0.017550077,0.004527033,0.0054470683,0.0074281157,0.00029334152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054491695,0.000059687532,0.0289111,0.00010469974,0.000028330345,0.003021516,0.24445187,0.00012583923,0.000470832,0.6038041,0.065048255,0.05391929],"study_design_scores_gemma":[0.000014688561,0.000034695302,0.03194424,0.0005469345,0.000026853544,0.003167125,0.16560447,0.00031826014,0.0003908269,0.101373665,0.6965095,0.00006887467],"about_ca_topic_score_codex":0.05776689,"about_ca_topic_score_gemma":0.10413538,"teacher_disagreement_score":0.05776689,"about_ca_system_score_codex":0.0058133197,"about_ca_system_score_gemma":0.0050586737,"threshold_uncertainty_score":0.11486131},"labels":[],"label_agreement":null},{"id":"W6980081902","doi":"","title":"Assets, Equity, &amp; Empowerment: At Quint, Housing Is One Part of the Community Development Equation","year":2007,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Equity (law); Core (optical fiber); Politics; Community development; Social equality","score_opus":0.0976675727653013,"score_gpt":0.326751286904744,"score_spread":0.22908371413944267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980081902","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09650058,0.013215477,0.007333359,0.54071236,0.0010500345,0.000050352748,0.00014296854,0.000038217095,0.34095672],"genre_scores_gemma":[0.93225175,0.005642729,0.002597099,0.010784672,0.00030253702,0.000047004763,0.00003943029,0.000015676183,0.04831917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863976,0.0005706088,0.000026434074,0.00013182647,0.00030334384,0.00032797822],"domain_scores_gemma":[0.9989116,0.0003273275,0.00010715845,0.000032473978,0.00016142419,0.0004599855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020819146,0.00023098194,0.00015019887,0.00045750866,0.0030519366,0.004751239,0.00046201152,0.0012556064,0.010772537],"category_scores_gemma":[0.0020537428,0.00007196924,0.00012797731,0.0008278148,0.0067253555,0.0037610554,0.003865223,0.0024842161,0.00037868464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000126710665,0.000047545127,0.009762878,0.000059873157,0.000008580453,0.00018098274,0.006160753,0.00018078454,0.000151317,0.8526069,0.051590487,0.07923724],"study_design_scores_gemma":[0.000015301634,0.000063512176,0.032433555,0.00047087148,0.000015782345,0.00034911418,0.014110881,0.0007035634,0.00081123,0.2138484,0.7371465,0.000031266634],"about_ca_topic_score_codex":0.019333152,"about_ca_topic_score_gemma":0.053152006,"teacher_disagreement_score":0.019333152,"about_ca_system_score_codex":0.0038898084,"about_ca_system_score_gemma":0.004737223,"threshold_uncertainty_score":0.03844124},"labels":[],"label_agreement":null},{"id":"W6980634575","doi":"","title":"Collective Living in Allan Gardens","year":2025,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Transformative learning; Public housing; Rainwater harvesting; Indigenous; Urban planning; Unit (ring theory); Stock (firearms)","score_opus":0.02017022338120163,"score_gpt":0.32006670742158355,"score_spread":0.29989648404038194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980634575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8554476,0.0016018049,0.0020663643,0.0040774858,0.00019545172,0.000097917255,0.00042397805,0.00009203765,0.1359973],"genre_scores_gemma":[0.96658325,0.0005240534,0.0011495915,0.00012978955,0.000014151926,0.000024683373,0.00013779745,0.000017716498,0.03141896],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993586,0.00016702189,0.000012715404,0.00010200549,0.00011711918,0.00024247603],"domain_scores_gemma":[0.99928015,0.00007251428,0.00006424281,0.00007703912,0.000079847836,0.00042626285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066601485,0.00025822298,0.00018841207,0.0004994567,0.008444049,0.0029281487,0.0007128644,0.0004674263,0.013013985],"category_scores_gemma":[0.0008034556,0.00012506926,0.00020517233,0.00080078794,0.0046435804,0.001222886,0.005009184,0.00044189297,0.0004221725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024614585,0.0002123586,0.07956541,0.0005921367,0.00008290355,0.002530648,0.45910144,0.0022831028,0.002959529,0.19467795,0.07631991,0.18142843],"study_design_scores_gemma":[0.00001904098,0.00012587103,0.07263027,0.0002674426,0.00004076384,0.0002829342,0.27619928,0.00064687117,0.00058747496,0.006400951,0.6427638,0.000035241374],"about_ca_topic_score_codex":0.49978468,"about_ca_topic_score_gemma":0.8500297,"teacher_disagreement_score":0.49978468,"about_ca_system_score_codex":0.016299717,"about_ca_system_score_gemma":0.011834157,"threshold_uncertainty_score":0.9937512},"labels":[],"label_agreement":null},{"id":"W6982061445","doi":"","title":"Grammatical constraints on child bilingual code mixing","year":2000,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Equivalence (formal languages); Code-mixing; Morpheme; Mixing (physics); Code (set theory); Code-switching","score_opus":0.005566470176594949,"score_gpt":0.19492897045207314,"score_spread":0.18936250027547818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982061445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97651696,0.0002080966,0.00083441037,0.00009970426,0.000007875301,0.000016984712,0.00032043984,0.00003457807,0.02196083],"genre_scores_gemma":[0.9974988,0.00011305845,0.00068068504,0.000045698962,0.0000048193183,0.000015075006,0.00022137378,0.00003081675,0.0013895413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985065,0.00036123776,0.000096036034,0.00023883281,0.0006007194,0.00019659832],"domain_scores_gemma":[0.99312097,0.0030019868,0.0017108484,0.0004381328,0.001332354,0.00039572958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334401,0.0002735855,0.00043046311,0.0008538528,0.00068255165,0.0013882238,0.00027453317,0.00028066576,0.0067148744],"category_scores_gemma":[0.008047777,0.00025620277,0.00013013477,0.0005395064,0.0008145971,0.0007993844,0.0013176034,0.00059045263,0.000552381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017768563,0.00045179372,0.60708106,0.00070933165,0.000061187326,0.0061674872,0.09949536,0.00079621363,0.13532162,0.038063645,0.0028161742,0.10725917],"study_design_scores_gemma":[0.0000584305,0.0003145489,0.93498856,0.000101279504,0.000056586305,0.003346067,0.014858649,0.0012465144,0.018722873,0.0055957683,0.020631662,0.000079128506],"about_ca_topic_score_codex":0.017040348,"about_ca_topic_score_gemma":0.033866595,"teacher_disagreement_score":0.017040348,"about_ca_system_score_codex":0.001241296,"about_ca_system_score_gemma":0.0016562192,"threshold_uncertainty_score":0.03388232},"labels":[],"label_agreement":null},{"id":"W6989987386","doi":"","title":"Community-Park-Systems as Tools of Healing and Reconnection -Addressing the Liminal Condition of Parks in the City &amp; The Marginalization of Special Needs Groups in Society","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liminality; Neighbourhood (mathematics); Realm; Allotment; Communitas; Wilderness; Wildness; Local community; Element (criminal law)","score_opus":0.06635836134289297,"score_gpt":0.29611724520898475,"score_spread":0.22975888386609178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989987386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2640276,0.007898083,0.01634168,0.017556835,0.0004985616,0.00020118714,0.00015108107,0.00019631832,0.69312865],"genre_scores_gemma":[0.9566513,0.0016499399,0.0023936473,0.000285676,0.000050290964,0.000054721568,0.00003168999,0.00004098558,0.038841765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99867153,0.000740384,0.000023113545,0.000100678044,0.00018364645,0.00028067097],"domain_scores_gemma":[0.99926394,0.0001448901,0.000074354575,0.00010691926,0.00011092849,0.00029903345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011244222,0.000347789,0.00019824487,0.0010602827,0.008568748,0.008801353,0.001106876,0.0009840267,0.010868458],"category_scores_gemma":[0.0009867332,0.0001801269,0.00019346646,0.0011904049,0.02398561,0.004556101,0.006396119,0.0010234631,0.00069910823],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020777723,0.000029249215,0.002525358,0.00015343628,0.000006807944,0.00033550244,0.12935914,0.00040523257,0.0002774186,0.82919085,0.010990367,0.02670592],"study_design_scores_gemma":[0.00001155527,0.000069489564,0.004499904,0.00028917796,0.00001312747,0.00033183058,0.16817543,0.00056081923,0.0005388346,0.047816176,0.7776721,0.000021498508],"about_ca_topic_score_codex":0.050161436,"about_ca_topic_score_gemma":0.1957255,"teacher_disagreement_score":0.050161436,"about_ca_system_score_codex":0.011833483,"about_ca_system_score_gemma":0.007818604,"threshold_uncertainty_score":0.099738896},"labels":[],"label_agreement":null},{"id":"W6990550016","doi":"","title":"Ecological Approaches to an Age-Friendly Portland and Multnomah County","year":2017,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); State (computer science); Service (business); Work (physics); Ecosystem services","score_opus":0.10177702908522078,"score_gpt":0.2872184724335549,"score_spread":0.18544144334833412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990550016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52761126,0.014474094,0.02869885,0.068799555,0.0015533264,0.0010600112,0.00089779944,0.00014872513,0.3567564],"genre_scores_gemma":[0.940302,0.006711241,0.024558714,0.0025733563,0.00014740805,0.0012032844,0.00028660457,0.000041150026,0.024176266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982703,0.0011574102,0.000038109014,0.00018191028,0.00018328596,0.00016900414],"domain_scores_gemma":[0.99875426,0.0005057338,0.0001293707,0.000071169125,0.00019491017,0.00034450262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033329732,0.00039666423,0.00022329648,0.0035004898,0.009220598,0.0058118287,0.0021068868,0.0009260932,0.005370841],"category_scores_gemma":[0.0032172364,0.00028207252,0.00024883694,0.0045538847,0.006930662,0.003994499,0.006945811,0.0017543046,0.00016407232],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055179265,0.0004055971,0.025751334,0.00068242557,0.000028694933,0.0015293416,0.38938946,0.0006709529,0.0004232531,0.4130814,0.03246249,0.13551974],"study_design_scores_gemma":[0.000017314953,0.000075089316,0.039819684,0.00080181094,0.000030015668,0.00029272115,0.56359255,0.0006487915,0.00026755745,0.03747815,0.35694957,0.000026676456],"about_ca_topic_score_codex":0.09011195,"about_ca_topic_score_gemma":0.3045451,"teacher_disagreement_score":0.09011195,"about_ca_system_score_codex":0.008942636,"about_ca_system_score_gemma":0.0116865365,"threshold_uncertainty_score":0.17917484},"labels":[],"label_agreement":null},{"id":"W6990695207","doi":"","title":"Dwelling Together: Using Cooperative Housing to Abate the Affordable Housing Shortage in Canada and the United States","year":2014,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Metropolitan area; Affordable housing; Government (linguistics); Subsidy; Agency (philosophy)","score_opus":0.021161998149617937,"score_gpt":0.28118820672668005,"score_spread":0.2600262085770621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990695207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397056,0.0013012998,0.00058556313,0.026960919,0.00025129673,0.00022980591,0.00020281151,0.000041977517,0.030720709],"genre_scores_gemma":[0.98642206,0.0008625508,0.0008992624,0.0021867722,0.000028733079,0.00007235023,0.000117430856,0.000015338768,0.009395576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794453,0.00031247907,0.000023663955,0.000092800314,0.00027858195,0.0013478424],"domain_scores_gemma":[0.9963074,0.00014859125,0.00011798685,0.00006714353,0.0005122769,0.002846758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017253574,0.0002821107,0.00032174253,0.00067509606,0.017968742,0.003579784,0.0027919621,0.001377305,0.0048539704],"category_scores_gemma":[0.0028047147,0.0002733774,0.00036392003,0.0015273097,0.003409989,0.0016780427,0.0062449747,0.0028178657,0.00022169543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005180894,0.004021997,0.22626884,0.00037008172,0.00012513823,0.0015977173,0.18388171,0.0011395271,0.0019626552,0.02918068,0.12969707,0.4212365],"study_design_scores_gemma":[0.00016931629,0.0004931061,0.28127807,0.00051789416,0.0001703324,0.0002730572,0.56074405,0.0020028942,0.0007611611,0.0027184526,0.15077622,0.00009542643],"about_ca_topic_score_codex":0.9849028,"about_ca_topic_score_gemma":0.9975925,"teacher_disagreement_score":0.04108134,"about_ca_system_score_codex":0.04108134,"about_ca_system_score_gemma":0.16584893,"threshold_uncertainty_score":0.2980674},"labels":[],"label_agreement":null},{"id":"W6991972345","doi":"","title":"Intergenerational affordable and energy-efficient multifamily housing proposal for Bowen Island’s young to senior population","year":2024,"lang":"es","type":"dissertation","venue":"Repositorio Institucional (Pontificia Universidad Javeriana)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Work (physics); Government (linguistics); Limiting","score_opus":0.009621360408494515,"score_gpt":0.2779241707237688,"score_spread":0.26830281031527425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991972345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5995344,0.0018010351,0.0181221,0.027447544,0.0012427195,0.00082632585,0.0012645945,0.00024853525,0.34951273],"genre_scores_gemma":[0.70081335,0.0013998812,0.017716132,0.0017997926,0.00014897322,0.00054136757,0.0007855404,0.00006181105,0.27673322],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997031,0.00006655457,0.000005297292,0.000024986162,0.00007539651,0.00012458471],"domain_scores_gemma":[0.9995497,0.000014825244,0.000012614894,0.000032240303,0.000097155375,0.0002935064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058238936,0.00017550962,0.00009213392,0.00029516022,0.0028025894,0.0016223035,0.0012028579,0.00067280215,0.018095005],"category_scores_gemma":[0.0008229951,0.00012275696,0.00023375508,0.00028099402,0.00049495883,0.000544678,0.0030640285,0.0007559882,0.001498625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018710796,0.0014718388,0.10420633,0.00033051363,0.00005969765,0.0017703907,0.023022067,0.0031018842,0.00393425,0.09870431,0.18643652,0.576775],"study_design_scores_gemma":[0.000069376605,0.00065987994,0.14895879,0.00037185053,0.000051891297,0.0005731584,0.05108409,0.004518566,0.0011188972,0.009101421,0.78343606,0.000056016663],"about_ca_topic_score_codex":0.15081944,"about_ca_topic_score_gemma":0.5566431,"teacher_disagreement_score":0.8491806,"about_ca_system_score_codex":0.0026897166,"about_ca_system_score_gemma":0.0061711264,"threshold_uncertainty_score":0.29988313},"labels":[],"label_agreement":null},{"id":"W6992954850","doi":"","title":"Multifunctional house in terraced houses","year":2017,"lang":"cs","type":"dissertation","venue":"Brno University of Technology Digital Library (Brno University of Technology)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Square (algebra); Face (sociological concept); Quarter (Canadian coin); Joint (building)","score_opus":0.010291331705799387,"score_gpt":0.21958641464889936,"score_spread":0.20929508294309998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992954850","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077880554,0.0014808561,0.008049843,0.0021589894,0.0007384589,0.000082437975,0.0003138914,0.00044757003,0.90884733],"genre_scores_gemma":[0.3209866,0.00094142486,0.008237136,0.00034376633,0.00009414949,0.000037592854,0.00034177263,0.00016897412,0.66884863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9996768,0.000069006135,0.000008626414,0.00006434485,0.000081516795,0.00009975909],"domain_scores_gemma":[0.999853,0.000009096738,0.000009923231,0.000023158174,0.000021241289,0.00008355501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027183798,0.0003728813,0.00018951582,0.00039224347,0.003381234,0.0031200054,0.00061809603,0.00077635515,0.09789662],"category_scores_gemma":[0.00030339396,0.00020640162,0.00030538792,0.0006392377,0.001497237,0.0017607957,0.0039939526,0.0006934141,0.013954503],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033897292,0.00023702001,0.005922715,0.00041861885,0.000021523376,0.0037128397,0.014828693,0.0020525877,0.00704252,0.46494895,0.16670276,0.33377284],"study_design_scores_gemma":[0.000009070512,0.00008894084,0.0037755184,0.00011956628,0.0000062319496,0.0006838318,0.0075249416,0.000327282,0.00074476394,0.0051060673,0.98159903,0.000014864399],"about_ca_topic_score_codex":0.0070190434,"about_ca_topic_score_gemma":0.02419909,"teacher_disagreement_score":0.09789662,"about_ca_system_score_codex":0.0016734176,"about_ca_system_score_gemma":0.0011658114,"threshold_uncertainty_score":0.32749683},"labels":[],"label_agreement":null},{"id":"W6995345765","doi":"","title":"On Common Grounds","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Typology; Renting; Commodification; Downtown; Apartment; Public housing; Work (physics)","score_opus":0.014292853116247619,"score_gpt":0.265124745001529,"score_spread":0.2508318918852814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995345765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00343113,0.00078953133,0.0024453467,0.006608339,0.0011434166,0.00013660724,0.0006359248,0.00032007645,0.98448956],"genre_scores_gemma":[0.029095678,0.00067823334,0.0019252639,0.0025819386,0.00013812348,0.00005296478,0.0005517767,0.00027526877,0.9647008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971495,0.00022958954,0.00006345548,0.00047172597,0.001315039,0.0007705928],"domain_scores_gemma":[0.9980768,0.00009042869,0.00005272722,0.00023709507,0.00088124524,0.00066172355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012722766,0.00082030374,0.00060400204,0.0016551731,0.016038626,0.009577389,0.0019201887,0.0026138395,0.29641807],"category_scores_gemma":[0.003615534,0.00036303885,0.0006099275,0.002044842,0.004966996,0.0040614954,0.0072016357,0.0030851497,0.066655405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053086533,0.00005960795,0.0022548127,0.00012873168,0.0000150169035,0.0006535574,0.0069465744,0.00016740646,0.000794919,0.2282221,0.6310102,0.129694],"study_design_scores_gemma":[0.0000016457711,0.0000036852784,0.00037829296,0.000038520837,0.0000014746068,0.000038681195,0.0010421467,0.000023389171,0.00003605532,0.0012395898,0.99719185,0.0000046294554],"about_ca_topic_score_codex":0.48400208,"about_ca_topic_score_gemma":0.76196665,"teacher_disagreement_score":0.48400208,"about_ca_system_score_codex":0.016658165,"about_ca_system_score_gemma":0.02454986,"threshold_uncertainty_score":0.99161726},"labels":[],"label_agreement":null},{"id":"W6997243113","doi":"","title":"Vancouver - Affordable Housing Challenge","year":2023,"lang":"cs","type":"dissertation","venue":"Brno University of Technology Digital Library (Brno University of Technology)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Affordable housing; Rental housing; Space (punctuation)","score_opus":0.009729721792945593,"score_gpt":0.2096675561477201,"score_spread":0.1999378343547745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997243113","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061021443,0.009577876,0.0004438725,0.28524268,0.009437514,0.00014179104,0.0026455063,0.00017876097,0.6862299],"genre_scores_gemma":[0.021127416,0.0038322264,0.0004500183,0.03210914,0.0012714104,0.00009442171,0.0015094203,0.00013041621,0.93947566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721414,0.00025884467,0.00007032327,0.0003165756,0.0011753689,0.0009647468],"domain_scores_gemma":[0.99543095,0.00022674304,0.000058401554,0.0001540739,0.0011423036,0.0029875743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015124335,0.0009433347,0.00049259985,0.0007192399,0.011215159,0.011689258,0.0020703676,0.010501119,0.14697611],"category_scores_gemma":[0.004316106,0.0004262363,0.00045703747,0.0010986709,0.0023877043,0.0025630544,0.0077491947,0.008535013,0.033764496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010250765,0.000028119808,0.00058527285,0.000037189435,0.0000027967938,0.0002578848,0.00021265849,0.00005043284,0.00007692877,0.014624506,0.9681515,0.015962323],"study_design_scores_gemma":[0.0000029867747,0.000004267982,0.0008307175,0.00005412264,8.1429755e-7,0.00004101506,0.00045301404,0.00003613786,0.000024500698,0.00096764724,0.99757963,0.0000053210497],"about_ca_topic_score_codex":0.4623518,"about_ca_topic_score_gemma":0.7948215,"teacher_disagreement_score":0.5376482,"about_ca_system_score_codex":0.015043546,"about_ca_system_score_gemma":0.03678046,"threshold_uncertainty_score":0.91932124},"labels":[],"label_agreement":null},{"id":"W6999207607","doi":"","title":"Compact wonen binnen een stedelijk cohousing project: een strategie voor de vergrijzing in Montréal","year":2020,"lang":"nl","type":"dissertation","venue":"Document Server@UHasselt (UHasselt)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quality of Life Research; Research data","score_opus":0.034556253732359966,"score_gpt":0.3484839285875821,"score_spread":0.3139276748552221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999207607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58930284,0.0021311117,0.01501697,0.0343857,0.00039320867,0.0018837618,0.001182748,0.00075146597,0.3549522],"genre_scores_gemma":[0.6330757,0.0009985964,0.009147287,0.0011420809,0.000028428856,0.00043797636,0.0008379218,0.0002943933,0.35403755],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99735093,0.00080004946,0.00005002937,0.000351543,0.00062731834,0.0008201207],"domain_scores_gemma":[0.99628276,0.00032166895,0.000093715425,0.000173831,0.00067239365,0.002455767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002711583,0.0007248665,0.00029576136,0.000978076,0.018962879,0.0055418643,0.0027183264,0.0014696339,0.03630295],"category_scores_gemma":[0.0042578545,0.00063081644,0.0003586289,0.0020568352,0.0063702287,0.0027820782,0.008494736,0.0014553671,0.002826736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070013985,0.0009204644,0.054860305,0.000728554,0.0001259048,0.0050278227,0.17010045,0.005384705,0.011249474,0.14228082,0.19933298,0.40928832],"study_design_scores_gemma":[0.00010923748,0.0003876429,0.05680072,0.0002480411,0.00006709041,0.00024344312,0.18214808,0.0023211027,0.0023026455,0.007141874,0.74806887,0.00016129971],"about_ca_topic_score_codex":0.9491957,"about_ca_topic_score_gemma":0.9769099,"teacher_disagreement_score":0.050804317,"about_ca_system_score_codex":0.050773945,"about_ca_system_score_gemma":0.095811464,"threshold_uncertainty_score":0.36839253},"labels":[],"label_agreement":null},{"id":"W7001131664","doi":"","title":"Fort Stockton CCD","year":2000,"lang":"en","type":"other","venue":"The Portal to Texas History (University of North Texas)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Scale (ratio); Block (permutation group theory); Quarter (Canadian coin); Metropolitan area","score_opus":0.0210096961600864,"score_gpt":0.23749205353467248,"score_spread":0.21648235737458607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001131664","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021355934,0.00065055164,0.0006844384,0.0010592624,0.0006479761,0.000093177405,0.053290877,0.0012547774,0.9401835],"genre_scores_gemma":[0.004352808,0.00086131,0.0009728577,0.00026650555,0.000049132137,0.00009839532,0.030355336,0.0002826529,0.96276104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998258,0.000008695383,0.0000078063185,0.000049624927,0.00007678769,0.000031432024],"domain_scores_gemma":[0.99963045,0.000015924454,0.000016454944,0.000032255888,0.0002591286,0.000045754055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015277359,0.0009295103,0.0002182479,0.0015638957,0.0018524844,0.002513545,0.0006781275,0.0006286831,0.6043896],"category_scores_gemma":[0.0007587958,0.00035780045,0.00018975775,0.0028872532,0.00023889996,0.0018464898,0.0011953663,0.00092411827,0.30906105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012475969,0.0000106781135,0.00047566823,0.000024443796,7.095023e-7,0.000026367836,0.000044867786,0.000028939468,0.000045762106,0.0012542203,0.96868056,0.029395336],"study_design_scores_gemma":[0.0000045077436,0.000004302632,0.0025722135,0.000040868043,9.851673e-7,0.000024802428,0.00013565469,0.00004109982,0.000060169717,0.0002888003,0.9968232,0.0000033680979],"about_ca_topic_score_codex":0.1331366,"about_ca_topic_score_gemma":0.21783414,"teacher_disagreement_score":0.6043896,"about_ca_system_score_codex":0.001562827,"about_ca_system_score_gemma":0.0033815922,"threshold_uncertainty_score":0.56429017},"labels":[],"label_agreement":null},{"id":"W7005636076","doi":"","title":"Regeneration through design: a place-based approach for the urban fabric of Owen Sound, Ontario","year":2023,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Articular cartilage damage; Hyporeflexia; Proteogenomics; Fusible alloy","score_opus":0.04091326439652985,"score_gpt":0.2671582698185871,"score_spread":0.22624500542205725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005636076","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25283194,0.0018833972,0.03280534,0.011716706,0.00028927377,0.00058622117,0.0003399434,0.00020041918,0.6993467],"genre_scores_gemma":[0.7388924,0.0017365708,0.022733252,0.00044120895,0.000021650423,0.0003238823,0.00014202386,0.00014297281,0.23556606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896216,0.00041020176,0.000025065123,0.000118804135,0.00026097568,0.0002228893],"domain_scores_gemma":[0.99945515,0.00014054535,0.000031769985,0.0000740045,0.000118260556,0.00018020203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013995171,0.00039979542,0.00027975024,0.0012483103,0.01883581,0.0073524527,0.0015549021,0.0009582873,0.012266473],"category_scores_gemma":[0.001216235,0.0003088709,0.00035735097,0.0015312312,0.0135426745,0.0015599746,0.005088499,0.0009970579,0.0006766733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004075582,0.00006813011,0.007141721,0.0002573643,0.000011881178,0.0010055768,0.6472071,0.0014002813,0.0013210244,0.23170897,0.01722856,0.092608735],"study_design_scores_gemma":[0.000008763017,0.000041007188,0.005335938,0.00018949513,0.000013808978,0.00019587854,0.42720354,0.0006617893,0.00037889136,0.01406794,0.5518806,0.000022337148],"about_ca_topic_score_codex":0.6799378,"about_ca_topic_score_gemma":0.92889756,"teacher_disagreement_score":0.32006222,"about_ca_system_score_codex":0.040627535,"about_ca_system_score_gemma":0.042961158,"threshold_uncertainty_score":0.64389426},"labels":[],"label_agreement":null},{"id":"W7006128022","doi":"","title":"Sustainable Neighborhoods and Housing Affordability in Canada: Is housing affordable in neighborhood with more favorable active living environments?","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Work (physics); Poverty; Sustainability; Government (linguistics); Urban planning","score_opus":0.011515384472846132,"score_gpt":0.24315788569499577,"score_spread":0.23164250122214963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006128022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89338917,0.005816271,0.00024054975,0.038096,0.00019258245,0.00010903138,0.0035605987,0.000020509631,0.05857536],"genre_scores_gemma":[0.9843115,0.003202208,0.00026101872,0.00094976154,0.000035149893,0.000025856038,0.00057483045,0.000013512749,0.010626072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849963,0.00010685439,0.00004013963,0.00013960757,0.00037508865,0.0008386918],"domain_scores_gemma":[0.99581665,0.00022207011,0.0004741281,0.000079077625,0.0012217305,0.002186311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009680142,0.00029718198,0.00056506455,0.0014210674,0.008690902,0.0056738826,0.0017944196,0.0012430227,0.014585992],"category_scores_gemma":[0.0044612796,0.00031465717,0.0007851099,0.0045850435,0.002941958,0.0018605518,0.0030181631,0.0023346848,0.00050097296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017837528,0.0004772698,0.8750654,0.00016462487,0.00013108178,0.00030411215,0.016276166,0.0005129495,0.00015782104,0.022598835,0.02685753,0.05727589],"study_design_scores_gemma":[0.000022013184,0.000034566005,0.92420554,0.00031497926,0.000088834364,0.00005535528,0.05694614,0.0004750798,0.000060065304,0.0020916923,0.01565978,0.00004596543],"about_ca_topic_score_codex":0.9987237,"about_ca_topic_score_gemma":0.9995547,"teacher_disagreement_score":0.0829824,"about_ca_system_score_codex":0.0829824,"about_ca_system_score_gemma":0.15461563,"threshold_uncertainty_score":0.60208225},"labels":[],"label_agreement":null},{"id":"W7007976170","doi":"","title":"Alternative Shelters","year":2020,"lang":"en","type":"article","venue":"Syracuse University Libraries (Syracuse University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vernacular; Clothing; Square (algebra); Style (visual arts); Order (exchange); Quarter (Canadian coin); Social assistance; Pedestrian; Psychological intervention","score_opus":0.029359594241912586,"score_gpt":0.22014870838048564,"score_spread":0.19078911413857305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007976170","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11622151,0.009730237,0.016856492,0.022029055,0.005304426,0.0008150136,0.0039602746,0.00075895485,0.82432395],"genre_scores_gemma":[0.49244335,0.008819475,0.030423647,0.0076827607,0.001079136,0.001266467,0.004270643,0.0003670067,0.45364755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985971,0.00045894252,0.000051720923,0.00021640674,0.00026522702,0.0004106804],"domain_scores_gemma":[0.9987375,0.00012447256,0.00009142563,0.00017778458,0.0002646884,0.00060413295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010906954,0.00079128606,0.0004905604,0.0010338677,0.007385166,0.0037481938,0.002859007,0.002407038,0.20959061],"category_scores_gemma":[0.0028170792,0.0003970575,0.00102238,0.00094073097,0.0018100827,0.0035841933,0.010592279,0.0024292644,0.026879344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003183413,0.0008561093,0.015778156,0.0009398509,0.00008113763,0.0022807745,0.009155825,0.0008810515,0.0006709002,0.12522277,0.44092283,0.40289226],"study_design_scores_gemma":[0.000053502008,0.00022167784,0.00529157,0.00097363204,0.000021036982,0.0011697905,0.014982795,0.00037232545,0.0002756193,0.01187828,0.9647259,0.00003383026],"about_ca_topic_score_codex":0.005791715,"about_ca_topic_score_gemma":0.027326655,"teacher_disagreement_score":0.20959061,"about_ca_system_score_codex":0.0020149932,"about_ca_system_score_gemma":0.0028349145,"threshold_uncertainty_score":0.7011504},"labels":[],"label_agreement":null},{"id":"W7008128169","doi":"","title":"Avenue Living and BMO launch major retrofit housing project in Downtown Edmonton","year":2024,"lang":"en","type":"other","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Redevelopment; Work (physics); Government (linguistics)","score_opus":0.021973583614327587,"score_gpt":0.3396401229569641,"score_spread":0.3176665393426365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008128169","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03504132,0.00042767572,0.0007596435,0.0046605705,0.0008469676,0.00025518402,0.0020730859,0.00043964793,0.9554959],"genre_scores_gemma":[0.007078386,0.00007845014,0.00031873185,0.0003154776,0.000010113727,0.0000237414,0.00035053588,0.000043998523,0.99178046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962986,0.000022517926,0.0000027710532,0.00004609754,0.00016393041,0.00013483275],"domain_scores_gemma":[0.9995571,0.00002560165,0.000009127149,0.000016986949,0.00014140658,0.00024970996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047445568,0.0004789467,0.00017055715,0.0004414591,0.0037264465,0.002116377,0.00082073495,0.0013643703,0.28150257],"category_scores_gemma":[0.0005364988,0.00033111224,0.00023747717,0.00028561024,0.0004816851,0.00059347734,0.002157846,0.0014095609,0.028981656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020571428,0.0004641755,0.0066099386,0.00009066768,0.000009125369,0.0006520395,0.00062867155,0.00025222747,0.0021638519,0.011721599,0.8592009,0.11800102],"study_design_scores_gemma":[0.000036357225,0.00007427959,0.017414909,0.000071214556,0.0000071581044,0.00009441849,0.0015200938,0.0003745705,0.0007494636,0.00045982093,0.97918636,0.000011403361],"about_ca_topic_score_codex":0.25280344,"about_ca_topic_score_gemma":0.7670521,"teacher_disagreement_score":0.74719656,"about_ca_system_score_codex":0.0033601373,"about_ca_system_score_gemma":0.012586875,"threshold_uncertainty_score":0.94171995},"labels":[],"label_agreement":null},{"id":"W7011299434","doi":"","title":"Low carbon living: an alternative (sub)urban housing framework for a rapidly growing city","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Suburbanization; Metropolitan area; Neighbourhood (mathematics); Climate change; Bedroom; Greenhouse gas; Urban planning; Affordable housing","score_opus":0.016775676969778556,"score_gpt":0.2740351674253494,"score_spread":0.25725949045557084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011299434","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18386024,0.004416686,0.012500531,0.062019862,0.0007739658,0.0002600779,0.00024251892,0.000117859294,0.73580813],"genre_scores_gemma":[0.882542,0.002978873,0.008570809,0.0022858551,0.00010626174,0.00015408605,0.00016551936,0.000047966678,0.10314866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992483,0.00026617103,0.000011333352,0.00007044791,0.000108972505,0.00029469503],"domain_scores_gemma":[0.999617,0.000020252803,0.000015500516,0.00002286334,0.000058750316,0.00026560423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087512,0.00037161796,0.00019697248,0.0006210157,0.008509034,0.008380362,0.0014913455,0.0014435477,0.009435064],"category_scores_gemma":[0.00044336932,0.00011453983,0.00020268661,0.00092007074,0.009136108,0.0026387535,0.0060589346,0.0017582312,0.0007382945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023182743,0.0001252504,0.0022432446,0.00014472587,0.0000051266043,0.00047072463,0.055362284,0.00073958375,0.00059673446,0.8758411,0.022024292,0.04242373],"study_design_scores_gemma":[0.000017157048,0.00011291764,0.009267629,0.00038491623,0.000013657779,0.00019074936,0.20299928,0.0012674254,0.00039624007,0.06578547,0.7195337,0.00003076044],"about_ca_topic_score_codex":0.20222881,"about_ca_topic_score_gemma":0.6607734,"teacher_disagreement_score":0.20222881,"about_ca_system_score_codex":0.017594479,"about_ca_system_score_gemma":0.025170779,"threshold_uncertainty_score":0.40210342},"labels":[],"label_agreement":null},{"id":"W7014307146","doi":"","title":"Organización y gestión de cooperativas de viviendas en Rosario (Argentina) y Quebec (Canadá)","year":2012,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Public policy; Latin Americans","score_opus":0.01993148014275764,"score_gpt":0.27734884670298565,"score_spread":0.257417366560228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014307146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9712525,0.0005040331,0.00065994903,0.00075839955,0.0000127461335,0.00007329789,0.00016378186,0.00001747413,0.026557906],"genre_scores_gemma":[0.989796,0.00052735716,0.0006895179,0.000049795977,0.0000032751548,0.00002989801,0.000094697614,0.0000069003227,0.008802566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998486,0.00038788634,0.000024562372,0.00015273357,0.00024437055,0.000704492],"domain_scores_gemma":[0.9983708,0.00021680488,0.00018265231,0.000080111546,0.00044831212,0.00070130726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016596698,0.00030998304,0.00035109217,0.00095887133,0.00810683,0.0030727861,0.00083600427,0.00045933592,0.0040474413],"category_scores_gemma":[0.0016300706,0.00017747976,0.00020436032,0.0023065545,0.0031810289,0.000681907,0.0028052228,0.00058578106,0.00017354083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003910784,0.00037882396,0.37129924,0.00041170785,0.00010067483,0.0021676794,0.3910203,0.0017920301,0.008047358,0.037602767,0.008834457,0.17795382],"study_design_scores_gemma":[0.00002134101,0.00019889191,0.58035403,0.00020092535,0.000042033418,0.0002303113,0.31046045,0.0006200781,0.000776559,0.0008866696,0.10617412,0.00003462257],"about_ca_topic_score_codex":0.913141,"about_ca_topic_score_gemma":0.9757857,"teacher_disagreement_score":0.08685899,"about_ca_system_score_codex":0.027584221,"about_ca_system_score_gemma":0.033323213,"threshold_uncertainty_score":0.20013851},"labels":[],"label_agreement":null},{"id":"W7014805482","doi":"","title":"Re-establishing reciprocal relationships with the land: designing regenerative developments on Six Nations Reserve through the application of Haudenosaunce Ecological Knowledge (HEK)","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Sustainability; Population; Traditional knowledge; Government (linguistics)","score_opus":0.037340813352271365,"score_gpt":0.28858644877355133,"score_spread":0.25124563542128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014805482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4905476,0.00093586306,0.121883854,0.0049567646,0.00013046009,0.00069940794,0.00009606634,0.00032129543,0.38042867],"genre_scores_gemma":[0.8723314,0.0009312917,0.09677763,0.00021610077,0.000009900992,0.00030389824,0.00009572628,0.00006699746,0.029267171],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99912363,0.0004697417,0.000026611664,0.000100787045,0.00016090646,0.000118428055],"domain_scores_gemma":[0.9991794,0.00036314302,0.00006977471,0.00012032281,0.00011850992,0.00014881254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020466868,0.00023187736,0.00012287677,0.0007730935,0.003409108,0.004370705,0.0012700212,0.0005941403,0.006824007],"category_scores_gemma":[0.002570988,0.00021256729,0.0002986393,0.000483468,0.003506856,0.0034233206,0.0052697635,0.000783004,0.0007439885],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009227101,0.0004585683,0.015605304,0.0007851604,0.00003290454,0.0024720086,0.25296193,0.011788729,0.013302919,0.26996645,0.009541952,0.42299178],"study_design_scores_gemma":[0.00002761108,0.00037813385,0.010635528,0.0010108424,0.000078432306,0.00071417005,0.32442245,0.016519697,0.0061351173,0.057233185,0.5827689,0.00007590067],"about_ca_topic_score_codex":0.010790154,"about_ca_topic_score_gemma":0.05085069,"teacher_disagreement_score":0.98920983,"about_ca_system_score_codex":0.0023822328,"about_ca_system_score_gemma":0.004875154,"threshold_uncertainty_score":0.022828639},"labels":[],"label_agreement":null},{"id":"W7015864832","doi":"","title":"Vancouver-based Holland Residential sells Seattle skyscraper for $323M","year":2022,"lang":"en","type":"other","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Work (physics); Exposition (narrative); Government (linguistics)","score_opus":0.02078952826345178,"score_gpt":0.3239286669973963,"score_spread":0.30313913873394455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015864832","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011584916,0.00015083454,0.00014663578,0.0007834759,0.00035981473,0.00008132383,0.0020819318,0.0005250208,0.9947125],"genre_scores_gemma":[0.0008385684,0.000037954218,0.000049453785,0.000099227334,0.000012735557,0.000011645372,0.0004424416,0.00007672763,0.99843127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950004,0.000025600997,0.0000080990185,0.00005067499,0.00026521,0.00015031452],"domain_scores_gemma":[0.99891746,0.000046304463,0.000014602314,0.00005465978,0.00037460847,0.00059229205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038662765,0.0010228456,0.00048289303,0.0014420376,0.005489462,0.004139274,0.0009698794,0.0023783748,0.78125596],"category_scores_gemma":[0.0010964872,0.0007383508,0.00052707305,0.0010509203,0.00063160545,0.0009791123,0.002354271,0.0024949103,0.59270215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000455381,0.00007314805,0.00033119298,0.000023381459,0.0000022213603,0.00003905741,0.000026376048,0.000044790046,0.00013599302,0.0009047713,0.97465056,0.023722854],"study_design_scores_gemma":[0.00002903652,0.0000197513,0.0017996915,0.000028408067,0.0000027383535,0.000020309224,0.000181029,0.00015500143,0.00009095768,0.00024382822,0.9974222,0.0000070153415],"about_ca_topic_score_codex":0.24659154,"about_ca_topic_score_gemma":0.71668565,"teacher_disagreement_score":0.78125596,"about_ca_system_score_codex":0.0027987729,"about_ca_system_score_gemma":0.0067340634,"threshold_uncertainty_score":0.49031246},"labels":[],"label_agreement":null},{"id":"W7015977257","doi":"","title":"University of Calgary: Traditional living in Canada's solar home","year":2011,"lang":"en","type":"other","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Family and consumer science; Agency (philosophy)","score_opus":0.02583553237902661,"score_gpt":0.21537277200039714,"score_spread":0.18953723962137053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015977257","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0519277,0.024089124,0.00045420957,0.043571096,0.0017315242,0.00018568794,0.0056802114,0.00032451143,0.8720359],"genre_scores_gemma":[0.08670628,0.008992586,0.00071936194,0.0025398063,0.00011471799,0.00005163727,0.0010071287,0.000106144864,0.8997624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934894,0.00004757223,0.0000103697375,0.000041407697,0.00020786782,0.00034382916],"domain_scores_gemma":[0.9983046,0.000052803523,0.000026920243,0.000030136594,0.0004260545,0.0011594513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057006,0.0004146775,0.00023026597,0.00078622386,0.01268605,0.0046647596,0.0015655339,0.0026025057,0.08105284],"category_scores_gemma":[0.0011015099,0.00028774538,0.00027964945,0.003125719,0.0014156003,0.0012264503,0.0028326982,0.0024033892,0.005082657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008818418,0.00013821841,0.008006399,0.00025742908,0.000008204941,0.00058000564,0.0052474258,0.00026169443,0.00021365465,0.012500081,0.73773044,0.23496835],"study_design_scores_gemma":[0.000019755485,0.000025751664,0.06787407,0.00035061277,0.000011078516,0.00012654385,0.022239627,0.00012955858,0.00022074165,0.0010882925,0.9078897,0.000024288101],"about_ca_topic_score_codex":0.97909373,"about_ca_topic_score_gemma":0.99727434,"teacher_disagreement_score":0.08105284,"about_ca_system_score_codex":0.04547003,"about_ca_system_score_gemma":0.11986783,"threshold_uncertainty_score":0.32990968},"labels":[],"label_agreement":null},{"id":"W7019113661","doi":"","title":"Empowerment through architecture: women’s transitional cohousing in Northern Ontario","year":2019,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Residence; Work (physics); Public housing; Women's empowerment","score_opus":0.010464573056751351,"score_gpt":0.24115339547524067,"score_spread":0.23068882241848931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019113661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83771884,0.0008484746,0.00044970357,0.019321078,0.00026951238,0.00016452618,0.0001833683,0.000035615438,0.1410089],"genre_scores_gemma":[0.91770434,0.0009872292,0.00045616523,0.0013164864,0.000026325784,0.00008236358,0.00009260245,0.000039155933,0.07929528],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982494,0.00042474715,0.000026880018,0.00012687847,0.00028213506,0.000889959],"domain_scores_gemma":[0.9983406,0.00016658814,0.00011223315,0.00006295757,0.00025661578,0.0010609855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001329134,0.00024332192,0.000267245,0.0005003855,0.02871604,0.004181289,0.0013775633,0.00095659774,0.009282728],"category_scores_gemma":[0.0018836384,0.00027709073,0.00023907563,0.0010589724,0.008103919,0.0013613908,0.0061448473,0.001883774,0.0004627985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009833483,0.00009179793,0.020443069,0.00010070192,0.000007303113,0.0014777929,0.9095025,0.00010441417,0.0006981198,0.017612897,0.01721021,0.032652948],"study_design_scores_gemma":[0.000009182461,0.00004045797,0.021203786,0.00008138512,0.0000059482836,0.000102287966,0.8253223,0.00006685243,0.00015546872,0.0009910475,0.1520054,0.00001586982],"about_ca_topic_score_codex":0.95054835,"about_ca_topic_score_gemma":0.99197245,"teacher_disagreement_score":0.05903361,"about_ca_system_score_codex":0.05903361,"about_ca_system_score_gemma":0.08197343,"threshold_uncertainty_score":0.42832083},"labels":[],"label_agreement":null},{"id":"W7019343761","doi":"","title":"Group built housing from Berlin to Toronto: Exchanging housing concepts for sustainable residential development","year":2019,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Sustainable development; Urban planning; Sustainability; Work (physics)","score_opus":0.02413767215301597,"score_gpt":0.3099363751118998,"score_spread":0.2857987029588838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019343761","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027358564,0.025260974,0.005167721,0.03792767,0.0047254297,0.00008087114,0.0024139988,0.00053397764,0.89653075],"genre_scores_gemma":[0.20772138,0.011775758,0.004386141,0.0010977684,0.00037828987,0.000050111175,0.0010266298,0.00053956395,0.7730244],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9994783,0.00009471111,0.000014971489,0.00004992434,0.0002112123,0.00015084489],"domain_scores_gemma":[0.9994271,0.00005405384,0.000033673816,0.00004212753,0.00014134154,0.00030174755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082521077,0.0005347749,0.00014118459,0.0010426929,0.004132188,0.0064544813,0.00070837984,0.0010812161,0.08243785],"category_scores_gemma":[0.0010570352,0.00023538547,0.00019658374,0.0026650717,0.0029208655,0.0022869415,0.0038335032,0.0010372407,0.0045421836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048842725,0.000019964164,0.0017537604,0.00026891404,0.0000063859643,0.0004170175,0.019934438,0.0006038826,0.0006062658,0.2107637,0.64112747,0.12444944],"study_design_scores_gemma":[0.0000026833832,0.000007679598,0.0032980645,0.00009785215,0.000003174821,0.000049987713,0.00604495,0.00007799765,0.00014097375,0.0018531509,0.9884156,0.000007932274],"about_ca_topic_score_codex":0.6617827,"about_ca_topic_score_gemma":0.9133808,"teacher_disagreement_score":0.33821732,"about_ca_system_score_codex":0.021532465,"about_ca_system_score_gemma":0.016834555,"threshold_uncertainty_score":0.68041825},"labels":[],"label_agreement":null},{"id":"W7019407393","doi":"","title":"Flexible Fixtures: An Exploratory Study on the Emergence &amp; Mobilization of the Flexible Streets Concept in Ontario Municipalities","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Space (punctuation); Urban design; Public space; Prioritization; Qualitative research; Level design; Public transport; Urban planning","score_opus":0.0529486445195998,"score_gpt":0.2917619203875724,"score_spread":0.23881327586797263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019407393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99055207,0.00027397263,0.00029164567,0.0009407393,0.00001374324,0.0001687301,0.00012540918,0.000007312733,0.007626361],"genre_scores_gemma":[0.99223995,0.00053853996,0.00045441522,0.0002968225,0.000005093921,0.00013262701,0.000060426748,0.000018052939,0.0062541002],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947901,0.0018454575,0.0001704486,0.00046384375,0.0010366665,0.0016935759],"domain_scores_gemma":[0.99352646,0.0021660144,0.0007947706,0.0003017731,0.0015029473,0.0017080493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004745515,0.00041762955,0.0006680644,0.0018456322,0.022736428,0.0054207724,0.002362763,0.001274872,0.003138177],"category_scores_gemma":[0.00879494,0.0008694532,0.00039113223,0.0037487848,0.013188007,0.0022783417,0.0057836347,0.0019662543,0.00025066978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018759658,0.000027737724,0.0061326106,0.000071011,0.000002977497,0.00068779086,0.9881712,0.000044344546,0.00038615768,0.0012336792,0.00052788394,0.002695832],"study_design_scores_gemma":[0.0000017027907,0.000018895737,0.008385029,0.00005889522,0.0000031009756,0.000037048307,0.9815652,0.000042772757,0.000059470687,0.000063425934,0.00975488,0.000009734802],"about_ca_topic_score_codex":0.9397411,"about_ca_topic_score_gemma":0.98409384,"teacher_disagreement_score":0.074878365,"about_ca_system_score_codex":0.074878365,"about_ca_system_score_gemma":0.07537988,"threshold_uncertainty_score":0.5432831},"labels":[],"label_agreement":null},{"id":"W7020103072","doi":"","title":"Intergenerational Relations in Later Life: Theory, Co-Housing, and Social Dynamics","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Conceptual framework; Life course approach; Qualitative research; Social dynamics; Conceptual model; Public policy; Lived experience; The Conceptual Framework; Term (time)","score_opus":0.013449798951022577,"score_gpt":0.26717230002237413,"score_spread":0.2537225010713516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020103072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7536066,0.012466251,0.014605588,0.023729004,0.0002754528,0.00019654809,0.00016032397,0.00003639986,0.19492373],"genre_scores_gemma":[0.9922316,0.002917606,0.0011851368,0.00029593188,0.000024253468,0.000057657853,0.000022186301,0.000010698147,0.0032549144],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99730754,0.0016604426,0.00005149688,0.0003084499,0.00025169138,0.0004204138],"domain_scores_gemma":[0.9975293,0.001244586,0.0003169355,0.00021029165,0.00028152642,0.0004174882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048644873,0.0004258525,0.00039147207,0.002408253,0.009013629,0.0077725486,0.0014987256,0.001038777,0.0041465824],"category_scores_gemma":[0.004820874,0.0002976101,0.00039409107,0.002059401,0.026704714,0.007305651,0.008481485,0.002001199,0.00021704302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014140751,0.000077992954,0.015543932,0.00010671765,0.000019888703,0.00050533627,0.5246657,0.0004818525,0.0001200486,0.43759474,0.0014271407,0.019442525],"study_design_scores_gemma":[0.000010478485,0.000072642215,0.025813451,0.0006683775,0.00004281258,0.0005029927,0.6445339,0.0014850142,0.0001796784,0.2447459,0.08190291,0.000041973177],"about_ca_topic_score_codex":0.09884422,"about_ca_topic_score_gemma":0.11569977,"teacher_disagreement_score":0.09884422,"about_ca_system_score_codex":0.013986118,"about_ca_system_score_gemma":0.008082946,"threshold_uncertainty_score":0.1965378},"labels":[],"label_agreement":null},{"id":"W7025356588","doi":"","title":"Vicolo Construction Redefines Living as a Custom Home Builder in Toronto","year":2024,"lang":"en","type":"other","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Doors; The Internet; Clothing","score_opus":0.011311544656119334,"score_gpt":0.335854644330208,"score_spread":0.3245430996740887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025356588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3769754,0.0038203718,0.0020650213,0.022257049,0.0008274553,0.00022239095,0.001251386,0.00025865968,0.5923223],"genre_scores_gemma":[0.48792046,0.001224824,0.0016459415,0.0010202954,0.00005421433,0.00006617402,0.00037123682,0.00010993893,0.5075869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992804,0.00010316853,0.000011737752,0.00005980043,0.00015522327,0.00038960413],"domain_scores_gemma":[0.9990175,0.000072718394,0.000037579804,0.000047294667,0.00015427625,0.00067063014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059325056,0.00026488333,0.00012929838,0.0004650271,0.009521937,0.0032443488,0.0009451056,0.0011433674,0.027378032],"category_scores_gemma":[0.0008281881,0.0002843406,0.0002255232,0.0010394546,0.002120297,0.00085697055,0.0038650872,0.0013783396,0.0009793548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003393983,0.00023108585,0.04153553,0.0007077039,0.000034385357,0.0045906627,0.10956789,0.0018745197,0.0055290638,0.2651101,0.34047145,0.2300082],"study_design_scores_gemma":[0.000016575084,0.000097460754,0.06401291,0.0001538882,0.000016877384,0.00024348406,0.049079474,0.0004568199,0.00084813935,0.0017593526,0.88328534,0.000029660336],"about_ca_topic_score_codex":0.9161922,"about_ca_topic_score_gemma":0.99225485,"teacher_disagreement_score":0.083807826,"about_ca_system_score_codex":0.03266565,"about_ca_system_score_gemma":0.05519057,"threshold_uncertainty_score":0.23700702},"labels":[],"label_agreement":null},{"id":"W7027116538","doi":"","title":"CCHT helps advance housing innovations","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Key (lock); Emerging technologies","score_opus":0.03959628117920784,"score_gpt":0.32426758800607025,"score_spread":0.2846713068268624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027116538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018865924,0.0067340606,0.011653904,0.1541821,0.0042854985,0.00019524529,0.0004304383,0.0012382899,0.80241466],"genre_scores_gemma":[0.4866272,0.016147995,0.041180998,0.030013515,0.0024558723,0.0001850286,0.00080874545,0.00050652004,0.42207417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943135,0.0007387675,0.000088955756,0.00029033868,0.002983027,0.0015854215],"domain_scores_gemma":[0.9925291,0.0012333659,0.0002896861,0.00067766395,0.0027586014,0.0025115937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004911114,0.0005216241,0.0002909204,0.001777833,0.005893331,0.00717251,0.0014540629,0.003955973,0.05819478],"category_scores_gemma":[0.009639419,0.00015300231,0.00047009654,0.0017535532,0.004767716,0.004332812,0.0067855855,0.0025392869,0.0071344413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049254955,0.00021848701,0.0037964438,0.00041460205,0.000014226084,0.00037769426,0.0060711647,0.00059276394,0.0011435429,0.21990721,0.32973823,0.43767643],"study_design_scores_gemma":[0.000011214454,0.00003553636,0.0035215758,0.00020182239,0.000008513359,0.00010822397,0.003341933,0.0002725006,0.00063227734,0.012118482,0.97973,0.000017939166],"about_ca_topic_score_codex":0.30196506,"about_ca_topic_score_gemma":0.53112125,"teacher_disagreement_score":0.69803494,"about_ca_system_score_codex":0.01319129,"about_ca_system_score_gemma":0.04491035,"threshold_uncertainty_score":0.6004149},"labels":[],"label_agreement":null},{"id":"W7027499105","doi":"","title":"Community: A Neighborhood With A Unification Concept For A More Humane Social Interaction","year":2020,"lang":"en","type":"article","venue":"Digital Scholarship - UNLV (University of Nevada Reno)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Diafiltration; Gestational period; Liquation; Hyporeflexia; Fusible alloy; Proteogenomics","score_opus":0.08407663676476415,"score_gpt":0.3101042113058899,"score_spread":0.22602757454112574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027499105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12749344,0.006529943,0.06339736,0.02061763,0.0024086838,0.00026158485,0.00024166908,0.0003315527,0.77871823],"genre_scores_gemma":[0.9392273,0.0014324283,0.015154101,0.0013546123,0.00023362081,0.00036043968,0.0001276819,0.00012347095,0.041986275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99765575,0.0013242331,0.000083748164,0.00027839883,0.0004116346,0.00024630426],"domain_scores_gemma":[0.9988386,0.00015561299,0.00011314545,0.00021288586,0.00018301536,0.00049680343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016891903,0.00039805993,0.00046289075,0.0017695087,0.008952665,0.009172153,0.00128762,0.0015850639,0.009094778],"category_scores_gemma":[0.0016634649,0.00019208239,0.00041373103,0.0014486127,0.016620783,0.010838674,0.010320435,0.0019510261,0.00088340184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002556371,0.00004318258,0.0018219259,0.00009792153,0.000011112352,0.00021151737,0.05702309,0.00012455032,0.00039079142,0.905927,0.0074769454,0.026846366],"study_design_scores_gemma":[0.00003150821,0.00012493915,0.0040343297,0.0004645711,0.000036796944,0.0008624403,0.12753034,0.0007786062,0.00019805411,0.217974,0.6479201,0.00004429167],"about_ca_topic_score_codex":0.0132589005,"about_ca_topic_score_gemma":0.028489862,"teacher_disagreement_score":0.0132589005,"about_ca_system_score_codex":0.0026138967,"about_ca_system_score_gemma":0.0040961965,"threshold_uncertainty_score":0.030425072},"labels":[],"label_agreement":null},{"id":"W7043292819","doi":"","title":"Revisiting Mass Housing in The Netherlands Through Planting Culture: People, Nature, Empowerment","year":2023,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Technocracy; Empowerment; Hegemony; Corporate governance; Criticism; Immigration; Public housing; Power (physics)","score_opus":0.03011171907798171,"score_gpt":0.3519398855735856,"score_spread":0.32182816649560386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043292819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6449127,0.021527728,0.0030156192,0.043154713,0.0010907246,0.00007233983,0.00013443055,0.000023294897,0.28606847],"genre_scores_gemma":[0.9739395,0.0036887226,0.00069215905,0.0013749176,0.00008000129,0.000055227298,0.000028521175,0.000031031985,0.020110032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959519,0.0023335195,0.000105082974,0.00036734022,0.00062008266,0.00062202057],"domain_scores_gemma":[0.9986626,0.00073313055,0.00018399279,0.00008087568,0.00014077112,0.0001985888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004590679,0.00034723454,0.00037257624,0.0008017272,0.006337258,0.011421327,0.001390732,0.0015940283,0.0048436946],"category_scores_gemma":[0.0037049234,0.00031615616,0.000167244,0.0015740509,0.017537197,0.009196078,0.008179392,0.001869687,0.00023194547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017501403,0.000049826147,0.001659287,0.00014681889,0.0000073690853,0.00066661433,0.7447023,0.00013904404,0.00045869462,0.22278339,0.006541344,0.02282782],"study_design_scores_gemma":[0.000010748569,0.0000278128,0.0035147662,0.0003524783,0.000007923684,0.00019783783,0.52683884,0.00026863048,0.00026677264,0.023696303,0.44479254,0.000025322443],"about_ca_topic_score_codex":0.10225434,"about_ca_topic_score_gemma":0.18412113,"teacher_disagreement_score":0.10225434,"about_ca_system_score_codex":0.012971974,"about_ca_system_score_gemma":0.00682894,"threshold_uncertainty_score":0.2033183},"labels":[],"label_agreement":null},{"id":"W7067245757","doi":"","title":"La violence en cours dâhospitalisation : Ã©tudes de cas de patients prÃ©sentant une symptomatologie de type menace et atteintes aux mÃ©canismes de contrÃ´le","year":2011,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Population; Context (archaeology); Relation (database); Identification (biology)","score_opus":0.005534191155465415,"score_gpt":0.20418869792685893,"score_spread":0.1986545067713935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067245757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785477,0.0006469888,0.000058265043,0.00023581009,0.000024369388,0.00003377851,0.00017442403,0.0000037299458,0.0009678445],"genre_scores_gemma":[0.99737644,0.0009899432,0.00010731823,0.00018938936,0.000042942127,0.000051491847,0.00044687747,0.000004164744,0.000791435],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990546,0.00021219319,0.0001093071,0.00018391621,0.00015745357,0.0002824472],"domain_scores_gemma":[0.99793065,0.00029045518,0.00092216016,0.000081119484,0.00021861945,0.0005568959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047541564,0.00036602977,0.00055670907,0.0014470939,0.0020977675,0.0012602384,0.00050495355,0.001283234,0.00373132],"category_scores_gemma":[0.0035135667,0.0005168055,0.0007188767,0.0015101626,0.0009678303,0.0011387033,0.0018045951,0.0015697799,0.00059169764],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003412719,0.00018779417,0.9799861,0.0000668935,0.00005727557,0.0054260795,0.0066982913,0.000038400703,0.00027324125,0.00011155857,0.0007775628,0.0060356706],"study_design_scores_gemma":[0.000032750322,0.00059346226,0.96512824,0.00007763073,0.000050786843,0.013238255,0.017791683,0.0001839847,0.00023776306,0.00012822133,0.002496476,0.00004071659],"about_ca_topic_score_codex":0.016241537,"about_ca_topic_score_gemma":0.022275345,"teacher_disagreement_score":0.016241537,"about_ca_system_score_codex":0.0016943589,"about_ca_system_score_gemma":0.0009786241,"threshold_uncertainty_score":0.032294035},"labels":[],"label_agreement":null},{"id":"W7096571074","doi":"","title":"• The Informal Housing Network Project (Community Resources Consultants of Toronto, Islamic Social Services and Resources Association, Syme-Woolner Neighbourhood and Family Centre)","year":2003,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Social Welfare; Islam; Social network (sociolinguistics); Public housing","score_opus":0.013896702019162268,"score_gpt":0.27042908839307034,"score_spread":0.2565323863739081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096571074","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4433546,0.005339523,0.0051692794,0.028130587,0.0052358424,0.0030754374,0.026908573,0.0013508425,0.48143533],"genre_scores_gemma":[0.44799316,0.0016213565,0.004277241,0.0016902955,0.00027471656,0.00083344907,0.005861933,0.0002826829,0.53716516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990238,0.00021090958,0.000019304922,0.00006476662,0.00028618777,0.00039509588],"domain_scores_gemma":[0.99229854,0.00025923955,0.0001858279,0.0002400809,0.001461456,0.0055548563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017335849,0.0003938464,0.00019095204,0.00080196204,0.004296639,0.0014118213,0.0007826541,0.0006324241,0.045323882],"category_scores_gemma":[0.0019293341,0.00023014964,0.00017937022,0.0011091724,0.000844733,0.0006878059,0.0031667813,0.00073655316,0.0031768645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007609189,0.000368675,0.044410344,0.00072641013,0.000028325674,0.0008871566,0.011944461,0.00058373675,0.0016729754,0.008408223,0.7485754,0.1816333],"study_design_scores_gemma":[0.00012962066,0.00017837857,0.11802115,0.00015940117,0.000020849706,0.00015607214,0.010036848,0.00027483987,0.00055527437,0.000388047,0.8700579,0.000021642913],"about_ca_topic_score_codex":0.52350074,"about_ca_topic_score_gemma":0.8484003,"teacher_disagreement_score":0.52350074,"about_ca_system_score_codex":0.006791444,"about_ca_system_score_gemma":0.03370225,"threshold_uncertainty_score":0.9586109},"labels":[],"label_agreement":null},{"id":"W7096602643","doi":"","title":"Walking the Talk in Ottawa Through Community-Based Social","year":2000,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Period (music); Social control; Social group","score_opus":0.04569640779245119,"score_gpt":0.34843321048736087,"score_spread":0.30273680269490966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096602643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88492626,0.0012481773,0.0011103542,0.0044909213,0.00029323413,0.0010801008,0.0017881234,0.00028524466,0.10477756],"genre_scores_gemma":[0.88852614,0.0011792107,0.0043797367,0.00071226107,0.0000395431,0.0007060644,0.00083832105,0.00005261501,0.10356619],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992248,0.00021847792,0.000023832008,0.000110320696,0.00015375756,0.00026876575],"domain_scores_gemma":[0.99858224,0.00013126287,0.00006197653,0.00010993677,0.00031212493,0.0008023927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008843367,0.00047280735,0.0002453566,0.0010428558,0.010940263,0.0018758695,0.00084318005,0.0005439501,0.013908892],"category_scores_gemma":[0.0012372802,0.0004947657,0.00038080607,0.0010954415,0.002531453,0.0007380272,0.0029820774,0.0008530152,0.0014732365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002213911,0.0030445168,0.223679,0.0016895933,0.0002934767,0.004756187,0.17481829,0.0009687952,0.024098136,0.009375458,0.1179284,0.4371342],"study_design_scores_gemma":[0.000292368,0.0023781494,0.5759474,0.00050733244,0.0002224768,0.00043984753,0.10770717,0.0007237199,0.00385708,0.0013627148,0.30626163,0.0003000142],"about_ca_topic_score_codex":0.85265696,"about_ca_topic_score_gemma":0.97143924,"teacher_disagreement_score":0.14734304,"about_ca_system_score_codex":0.009075649,"about_ca_system_score_gemma":0.020019865,"threshold_uncertainty_score":0.29642153},"labels":[],"label_agreement":null},{"id":"W7096832139","doi":"","title":"Building Blocks for Strong Communities A Profile of Small- and Medium-Sized Organizations in Canada","year":2006,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Field (mathematics)","score_opus":0.01793213752029347,"score_gpt":0.2764305612578933,"score_spread":0.2584984237375998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096832139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97538304,0.00056817936,0.00026326047,0.004850781,0.000042665564,0.00015366088,0.00017956244,0.000017478447,0.018541414],"genre_scores_gemma":[0.99487394,0.00022817995,0.00019450003,0.00040950422,0.000004383393,0.000022516664,0.00005207804,0.000007290507,0.004207634],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.995522,0.00045990513,0.00006765271,0.00019346293,0.0009819022,0.0027750803],"domain_scores_gemma":[0.987265,0.00042383585,0.0006241473,0.00011563846,0.002127556,0.009443885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014970311,0.00023182828,0.00030813707,0.0019582429,0.023671689,0.0072458135,0.0015868925,0.0010263484,0.0048626545],"category_scores_gemma":[0.0038860268,0.00039192443,0.00028198675,0.0025502758,0.0042802547,0.0012808193,0.004737898,0.0019995444,0.00027164962],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034931436,0.0005552526,0.5450626,0.00021950326,0.00004994677,0.0017119768,0.32850653,0.00030364332,0.0031010483,0.021256788,0.021472506,0.07741092],"study_design_scores_gemma":[0.0000162302,0.000098999386,0.3603754,0.00020305182,0.000018818155,0.00024767852,0.5762251,0.00038011867,0.0002728882,0.0012357605,0.060868636,0.000057394675],"about_ca_topic_score_codex":0.941624,"about_ca_topic_score_gemma":0.9893763,"teacher_disagreement_score":0.058376014,"about_ca_system_score_codex":0.036870956,"about_ca_system_score_gemma":0.09663844,"threshold_uncertainty_score":0.26751876},"labels":[],"label_agreement":null},{"id":"W7098069682","doi":"","title":"ISSUE BACKGROUND","year":2013,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Information system; Ground floor","score_opus":0.03093738645640636,"score_gpt":0.33843035283743594,"score_spread":0.3074929663810296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098069682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019986527,0.00239692,0.0020671857,0.026646882,0.014607398,0.0006246553,0.0053200824,0.0005773173,0.9457609],"genre_scores_gemma":[0.012088348,0.0020806224,0.000988338,0.011278061,0.0038370297,0.00045753206,0.00407706,0.0002849295,0.9649081],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964251,0.0005215546,0.00024956267,0.0005735519,0.001638864,0.0005914202],"domain_scores_gemma":[0.9927804,0.001082286,0.00046921137,0.00050699,0.004064931,0.0010961777],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003200581,0.0007669974,0.00048077566,0.0026592896,0.0037779126,0.007813438,0.002262061,0.004603933,0.46597403],"category_scores_gemma":[0.011644013,0.00033513186,0.0005519126,0.00248465,0.0007965151,0.0039898255,0.0044149146,0.0028671548,0.22941346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042078645,0.000053107793,0.00047324307,0.000316332,0.0000027566243,0.00027300697,0.00062515255,0.00005197709,0.00031092414,0.036577422,0.9060482,0.055225715],"study_design_scores_gemma":[0.0000019329134,0.00000713495,0.00023514214,0.00006524327,7.595944e-7,0.00004938648,0.00015405902,0.000012893312,0.00004451993,0.0008242663,0.99860257,0.0000021654314],"about_ca_topic_score_codex":0.004177627,"about_ca_topic_score_gemma":0.0045271204,"teacher_disagreement_score":0.53402597,"about_ca_system_score_codex":0.0026156574,"about_ca_system_score_gemma":0.0052525466,"threshold_uncertainty_score":0.7617232},"labels":[],"label_agreement":null},{"id":"W7100196915","doi":"","title":"9. Performing Organization Name and Address","year":2007,"lang":"en","type":"article","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Metropolitan area; Transit (satellite); Quarter (Canadian coin); Revenue; Socioeconomic status; Real estate; Agency (philosophy)","score_opus":0.015871082011101427,"score_gpt":0.3178427846721656,"score_spread":0.30197170266106416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100196915","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018454959,0.0010164463,0.014611664,0.006470492,0.020334048,0.0053654336,0.0791265,0.020942967,0.85028696],"genre_scores_gemma":[0.009902348,0.0012545293,0.019808006,0.0009781942,0.0031239053,0.0024174352,0.04290762,0.0042779795,0.91532993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738246,0.0002402432,0.00032175172,0.00048058055,0.001229342,0.00034559867],"domain_scores_gemma":[0.9878798,0.00054299325,0.00065135176,0.0021315815,0.0070024105,0.0017918436],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034199287,0.0021108696,0.0018920864,0.003489486,0.001754491,0.0064617572,0.0026636436,0.0018603259,0.8961104],"category_scores_gemma":[0.012214281,0.0007560826,0.001235568,0.0029958014,0.0004244638,0.0019368505,0.002466935,0.0012164256,0.9131895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003840064,0.00002086521,0.00021872486,0.00017116725,0.0000028678462,0.000033032848,0.000015933809,0.00004715034,0.00022104157,0.00054854696,0.9395084,0.05917398],"study_design_scores_gemma":[0.000058709997,0.00007104723,0.0014545742,0.00025480703,0.000009522282,0.00009234952,0.00010612592,0.00046951047,0.00087400264,0.0006490528,0.99593747,0.000022856779],"about_ca_topic_score_codex":0.0045888205,"about_ca_topic_score_gemma":0.0032142254,"teacher_disagreement_score":0.103889585,"about_ca_system_score_codex":0.0020073978,"about_ca_system_score_gemma":0.004223793,"threshold_uncertainty_score":0.14818579},"labels":[],"label_agreement":null},{"id":"W7104176885","doi":"10.1080/14616688.2025.2580390","title":"Regenerative tourism through multicultural placemaking","year":2025,"lang":"en","type":"article","venue":"Tourism Geographies","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University","funders":"","keywords":"Placemaking; Tourism; Multiculturalism; Tourism geography; Cultural tourism","score_opus":0.016764716501633803,"score_gpt":0.3247253613888774,"score_spread":0.3079606448872436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104176885","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2048231,0.004987181,0.018242264,0.024122851,0.0008232464,0.00016540076,0.000068074754,0.00017010454,0.7465977],"genre_scores_gemma":[0.9603193,0.0013516884,0.0038448754,0.00075082196,0.00008291742,0.00003247966,0.00002355914,0.000028511673,0.033565857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984469,0.0007216196,0.000030500252,0.00012242408,0.00021825162,0.00046033922],"domain_scores_gemma":[0.999114,0.0001950224,0.000086149696,0.00013437726,0.000086033266,0.00038450654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025041169,0.000485503,0.0002369118,0.0012849646,0.010808228,0.0083511695,0.0012997203,0.0011852257,0.008982185],"category_scores_gemma":[0.0012156744,0.00017377861,0.0005287794,0.0009137231,0.022815332,0.0038882974,0.017215755,0.001446314,0.00061253767],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004686933,0.000053869608,0.0030256324,0.00044037407,0.00002528138,0.0012696164,0.23051992,0.0010789887,0.0010121125,0.6694625,0.014216264,0.07884853],"study_design_scores_gemma":[0.000013624564,0.000069662994,0.0046253484,0.0006485585,0.00002460926,0.00067911594,0.2759493,0.00074416515,0.0008880829,0.115582205,0.60074234,0.000033034634],"about_ca_topic_score_codex":0.03430618,"about_ca_topic_score_gemma":0.15111835,"teacher_disagreement_score":0.03430618,"about_ca_system_score_codex":0.0076514804,"about_ca_system_score_gemma":0.009949599,"threshold_uncertainty_score":0.068212986},"labels":[],"label_agreement":null},{"id":"W7110538821","doi":"","title":"Recontextualization of Utopia in the housing domain to address the lack of affordable housing in Vancouver","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Utopia; Practicum; Scarcity; Renting; Domain (mathematical analysis); Foreclosure; Urban planning","score_opus":0.038699063716479215,"score_gpt":0.29559215431124,"score_spread":0.25689309059476073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110538821","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3620292,0.004902615,0.017199209,0.019782,0.00061893323,0.00028324564,0.000042114072,0.00009483759,0.5950479],"genre_scores_gemma":[0.8938776,0.0035253512,0.007928822,0.0008184931,0.000042028292,0.00011707774,0.00003545319,0.000045443332,0.09360968],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981799,0.0009991984,0.000026599637,0.00014001534,0.00029673715,0.00035742982],"domain_scores_gemma":[0.9989792,0.0002958875,0.000043315915,0.00008662924,0.00020389241,0.0003910493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020439501,0.00039708323,0.00022342402,0.0006029992,0.013009624,0.008054811,0.0011713755,0.0010933325,0.0051856968],"category_scores_gemma":[0.0017019056,0.00018007864,0.00019728413,0.0006829675,0.014442136,0.0017662722,0.0074404273,0.002706246,0.00039620942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003025045,0.00013266466,0.0023518447,0.00031546116,0.000006807557,0.0007941978,0.43142354,0.0009107668,0.001828893,0.42470172,0.017564852,0.11993905],"study_design_scores_gemma":[0.000015155242,0.0000598439,0.003207389,0.0005532798,0.000008714733,0.00042579733,0.39447647,0.00081249076,0.0012889389,0.026913948,0.5722181,0.000019830792],"about_ca_topic_score_codex":0.25906643,"about_ca_topic_score_gemma":0.63067114,"teacher_disagreement_score":0.74093354,"about_ca_system_score_codex":0.017558727,"about_ca_system_score_gemma":0.0278802,"threshold_uncertainty_score":0.515117},"labels":[],"label_agreement":null},{"id":"W7111905277","doi":"","title":"Suburban Exaptation: Densification Without Demolition","year":2023,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zoning; Single family; Modular design; Misappropriation; Demolition; Framing (construction); Real estate; Land use","score_opus":0.06472693627872034,"score_gpt":0.32058491782521864,"score_spread":0.2558579815464983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111905277","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27115795,0.00052734185,0.047956627,0.006308146,0.00024114749,0.00018914673,0.00007569792,0.0002257157,0.67331827],"genre_scores_gemma":[0.94841915,0.0002641184,0.008799954,0.0005153419,0.000026498285,0.00006703334,0.000030049407,0.000042156775,0.041835777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986375,0.0004017014,0.000025229021,0.00018029258,0.00036851066,0.00038670923],"domain_scores_gemma":[0.99923897,0.0001129624,0.0000988945,0.00026556358,0.00013800085,0.00014562553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001776592,0.00034644263,0.00015308404,0.00048831286,0.0036066398,0.0039270273,0.0010702738,0.0008471891,0.0054297852],"category_scores_gemma":[0.002091996,0.00015216676,0.0001934458,0.0005597272,0.010130082,0.0030718427,0.005599672,0.0009928443,0.00066673564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023061328,0.00005974037,0.002960941,0.000043253767,0.000004485555,0.00021881043,0.022710208,0.00056847575,0.00096211646,0.9143857,0.0042587444,0.053804535],"study_design_scores_gemma":[0.000025032436,0.00021924537,0.014450844,0.00034870874,0.00004628135,0.0006446973,0.061301462,0.0025855096,0.006363395,0.19681981,0.7171425,0.000052471158],"about_ca_topic_score_codex":0.034975212,"about_ca_topic_score_gemma":0.11470334,"teacher_disagreement_score":0.034975212,"about_ca_system_score_codex":0.005352824,"about_ca_system_score_gemma":0.0062973364,"threshold_uncertainty_score":0.06954324},"labels":[],"label_agreement":null},{"id":"W7112937421","doi":"","title":"Whatcom Housing Alliance Intern","year":2024,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Alliance; Public housing; Quarter (Canadian coin); Public policy","score_opus":0.03217336997482017,"score_gpt":0.3003607605447763,"score_spread":0.2681873905699561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112937421","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010791482,0.003628571,0.001510493,0.1551011,0.058212433,0.00030101926,0.0029402643,0.0013652181,0.7661494],"genre_scores_gemma":[0.009038644,0.00077729544,0.00051999965,0.0050104284,0.0010436078,0.00006825404,0.00055949873,0.00026256332,0.98271966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985753,0.00021876735,0.00003534796,0.00022352618,0.0004523391,0.00049468357],"domain_scores_gemma":[0.99453235,0.000081748,0.000087139466,0.00010633304,0.00072368624,0.0044687656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024318022,0.0009777066,0.00037357278,0.00072004716,0.0072226604,0.0044229114,0.001087781,0.0026377023,0.47176436],"category_scores_gemma":[0.0023375188,0.0005181533,0.0004120853,0.0005822273,0.00085057825,0.0032232623,0.005080989,0.003971549,0.17118327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017490474,0.00009503181,0.00032075107,0.000016040794,0.0000011738242,0.00010093102,0.00011019774,0.000018748406,0.00010774145,0.0015292009,0.98619115,0.011491661],"study_design_scores_gemma":[0.000005809968,0.000022397855,0.00057974324,0.0000257961,8.9051946e-7,0.00005857818,0.0007222153,0.000036522073,0.00008729231,0.00030379804,0.9981521,0.0000048210354],"about_ca_topic_score_codex":0.0064797546,"about_ca_topic_score_gemma":0.032512344,"teacher_disagreement_score":0.47176436,"about_ca_system_score_codex":0.0029209019,"about_ca_system_score_gemma":0.0066769654,"threshold_uncertainty_score":0.75346404},"labels":[],"label_agreement":null},{"id":"W7113189848","doi":"","title":"Bridging the gap: Professional perspectives on cohousing and the institutions of housing production in Canada","year":2025,"lang":"","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Production (economics); Knowledge production; Mode of production","score_opus":0.027419512544133485,"score_gpt":0.2989355946620903,"score_spread":0.2715160821179568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113189848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3488535,0.016131986,0.0016460569,0.30892783,0.0007810712,0.000131481,0.00033507563,0.00004284248,0.32315016],"genre_scores_gemma":[0.95868295,0.006208237,0.0005183574,0.005476371,0.000079821686,0.000027305421,0.00005227401,0.000028952985,0.02892583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9935499,0.001170677,0.000105704734,0.00031985366,0.0009969205,0.0038571013],"domain_scores_gemma":[0.9864326,0.0037729403,0.00052528584,0.00023503619,0.003382729,0.0056513688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049416577,0.00038000985,0.00049995567,0.0020699813,0.050215025,0.016216606,0.0027592096,0.0041488707,0.011539816],"category_scores_gemma":[0.009684744,0.00039731836,0.00029299967,0.0056105554,0.023591878,0.003973234,0.0062669646,0.0053195697,0.000349992],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001217038,0.00013588491,0.021875735,0.00028895077,0.000022024798,0.0013206874,0.33638772,0.0011960091,0.00047480676,0.5122425,0.063090846,0.062843114],"study_design_scores_gemma":[0.00002004249,0.000032515516,0.027658017,0.0005451661,0.000020850694,0.00016161359,0.6624632,0.0007997879,0.00026498572,0.020040868,0.28789672,0.00009621175],"about_ca_topic_score_codex":0.9973176,"about_ca_topic_score_gemma":0.99874794,"teacher_disagreement_score":0.20433821,"about_ca_system_score_codex":0.20433821,"about_ca_system_score_gemma":0.41419834,"threshold_uncertainty_score":0.9228549},"labels":[],"label_agreement":null},{"id":"W7113248876","doi":"","title":"Student Planners, City Futures: A CRP Documentary","year":2025,"lang":"","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Capstone; Plan (archaeology); Quarter (Canadian coin); Element (criminal law); Circulation (fluid dynamics); Urban planning","score_opus":0.012822865463369528,"score_gpt":0.2787892303435511,"score_spread":0.26596636488018155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113248876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044596237,0.0014392273,0.004161789,0.10503581,0.017870465,0.0008707724,0.003026044,0.0038178067,0.85931844],"genre_scores_gemma":[0.0138532175,0.0011290761,0.004771993,0.008766619,0.0014336829,0.00030000083,0.0013917574,0.0011614216,0.96719223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986784,0.00027782787,0.000060066497,0.00013240585,0.00061769504,0.00023357575],"domain_scores_gemma":[0.9976921,0.00025189604,0.000115989526,0.00019898397,0.00081641326,0.00092472753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024898886,0.00068363495,0.0002755078,0.0006662494,0.005326647,0.005037889,0.0012809236,0.0023613304,0.23354001],"category_scores_gemma":[0.0037690683,0.0006003959,0.00027617475,0.0012405862,0.0012163317,0.0029133528,0.0032407609,0.006698775,0.0529712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003729439,0.000030432859,0.000042848627,0.000012119308,2.2575827e-7,0.000024213052,0.00020373972,0.0000275304,0.00005984307,0.0011811596,0.9873488,0.011065334],"study_design_scores_gemma":[0.0000022421864,0.000006570253,0.000087412605,0.000012285013,1.945165e-7,0.00001127732,0.00029593392,0.000015131346,0.000035508296,0.00010118179,0.9994294,0.0000028646593],"about_ca_topic_score_codex":0.025668405,"about_ca_topic_score_gemma":0.06775957,"teacher_disagreement_score":0.23354001,"about_ca_system_score_codex":0.0041901516,"about_ca_system_score_gemma":0.011586725,"threshold_uncertainty_score":0.7812692},"labels":[],"label_agreement":null},{"id":"W7116060414","doi":"10.1371/journal.pmen.0000505.s001","title":"Participant demographics.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Scope (computer science); Work (physics); Thematic analysis; Empowerment; Quality (philosophy); Consumer choice; Set (abstract data type)","score_opus":0.0988051551322259,"score_gpt":0.37784937845995736,"score_spread":0.2790442233277315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116060414","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06906542,0.00478335,0.0033062547,0.009222735,0.0024111862,0.018594898,0.22242922,0.0006095893,0.66957736],"genre_scores_gemma":[0.22616127,0.010317318,0.008269577,0.017350432,0.0005616299,0.11165268,0.07639862,0.0007330007,0.5485555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814105,0.00045983188,0.00021203677,0.00026389913,0.0005271327,0.0003960269],"domain_scores_gemma":[0.9967534,0.001001506,0.00021362465,0.00028272343,0.0013133205,0.00043531696],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029650622,0.0006522158,0.0009666925,0.0021053567,0.0028070922,0.0017500743,0.0012189024,0.0011048611,0.416614],"category_scores_gemma":[0.011532873,0.00030228152,0.0002714063,0.0028551326,0.00034934186,0.0013451326,0.0022541506,0.0012319167,0.13880032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081039,0.0004568279,0.010549397,0.0016923231,0.000009778086,0.0007454037,0.018676216,0.00004426134,0.0007588163,0.0028624895,0.76802,0.19537413],"study_design_scores_gemma":[0.00007758039,0.0002157956,0.024581416,0.0017559945,0.000012880798,0.00085116184,0.021213235,0.0000651208,0.00024135529,0.0015780049,0.94937456,0.00003287628],"about_ca_topic_score_codex":0.012681745,"about_ca_topic_score_gemma":0.025094513,"teacher_disagreement_score":0.583386,"about_ca_system_score_codex":0.0014963541,"about_ca_system_score_gemma":0.004701928,"threshold_uncertainty_score":0.83212936},"labels":[],"label_agreement":null},{"id":"W7118096395","doi":"10.1093/geroni/igaf122.1150","title":"Fostering Autonomy: Exploring Innovative Dementia Care Environments in Four Countries","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Autonomy; Independence (probability theory); Presentation (obstetrics); Activities of daily living; Adaptation (eye); Health care; Quality of life (healthcare)","score_opus":0.06637343415481378,"score_gpt":0.3428544944906866,"score_spread":0.27648106033587283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118096395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900558,0.0008221053,0.000532217,0.0006634541,0.000037878202,0.00015040011,0.00006805441,0.0000076023903,0.0076624407],"genre_scores_gemma":[0.99528545,0.0014930206,0.001739328,0.00026480132,0.000014462317,0.00017542105,0.00006167232,0.0000037878622,0.00096206676],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964624,0.0026563671,0.00007364674,0.00012563997,0.00015118392,0.00053079944],"domain_scores_gemma":[0.9984503,0.000753867,0.00018929446,0.00007773964,0.00021931417,0.00030949176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043417243,0.0004738008,0.00046576592,0.0013902793,0.0042333878,0.0044607483,0.00089764205,0.00091214513,0.001227086],"category_scores_gemma":[0.0030391004,0.00029562603,0.000876653,0.0019519662,0.003636635,0.0021971515,0.006998054,0.001103241,0.0000905981],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007896105,0.0039019634,0.09934341,0.002352829,0.00029052774,0.004577974,0.7179733,0.0042382115,0.002198856,0.026652602,0.0062454753,0.13143532],"study_design_scores_gemma":[0.00023722248,0.0018336527,0.0661852,0.00072863203,0.00019851422,0.00040244294,0.88691866,0.0010112018,0.0011078623,0.0031173567,0.03818207,0.00007709967],"about_ca_topic_score_codex":0.011412312,"about_ca_topic_score_gemma":0.031011919,"teacher_disagreement_score":0.011412312,"about_ca_system_score_codex":0.004969417,"about_ca_system_score_gemma":0.003997805,"threshold_uncertainty_score":0.036055803},"labels":[],"label_agreement":null},{"id":"W7127183001","doi":"10.18357/wg22201640","title":"Sustainable Suburban Development in British Columbia","year":2016,"lang":"","type":"article","venue":"Western Geography","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainable development; Urbanism; Urban planning; Sustainability; New Urbanism","score_opus":0.010598940445511648,"score_gpt":0.24856085989631027,"score_spread":0.23796191945079861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127183001","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43166003,0.01005997,0.0007398297,0.017671708,0.00035830817,0.00019788825,0.0029216413,0.00020121265,0.5361894],"genre_scores_gemma":[0.7553666,0.006555844,0.0013899949,0.0024486505,0.000024592551,0.00015942594,0.0011978849,0.000069883565,0.23278707],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99941146,0.0000708734,0.000015477346,0.000055526398,0.00015923628,0.000287341],"domain_scores_gemma":[0.99906415,0.00006475255,0.000032473792,0.00002891724,0.00037761152,0.00043199115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031722017,0.0002065601,0.0002249811,0.001166454,0.008229082,0.0029528488,0.0008412596,0.00057742046,0.012186312],"category_scores_gemma":[0.00084598473,0.00020036889,0.0001274201,0.0034735417,0.0010703085,0.00051077397,0.0018976488,0.0011625959,0.00087792944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014223502,0.00032444263,0.113334015,0.00063891755,0.000049985607,0.005481354,0.030629342,0.0019599227,0.0018504467,0.08721671,0.31436685,0.44400585],"study_design_scores_gemma":[0.000014836185,0.000024069705,0.1833585,0.00041410167,0.000017207025,0.00038603344,0.033618715,0.0006930198,0.00028963445,0.002422998,0.77870667,0.000054283624],"about_ca_topic_score_codex":0.9891459,"about_ca_topic_score_gemma":0.99771416,"teacher_disagreement_score":0.041594144,"about_ca_system_score_codex":0.041594144,"about_ca_system_score_gemma":0.0597606,"threshold_uncertainty_score":0.3017881},"labels":[],"label_agreement":null},{"id":"W7127198110","doi":"10.1332/policypress/9781529243857.003.0010","title":"Empowerment Through Design? Housing Cooperatives for Women in Montreal","year":2025,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Context (archaeology); Government (linguistics); Solidarity; General partnership; Downtown; Public housing; Investment (military); Unintended consequences","score_opus":0.07445851135640653,"score_gpt":0.36688128085452154,"score_spread":0.292422769498115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127198110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85217816,0.0021346812,0.0011879003,0.026567211,0.00027078803,0.00022847085,0.00018859663,0.000096604024,0.11714749],"genre_scores_gemma":[0.9503152,0.0006652168,0.0005679937,0.0007893019,0.000040032708,0.000089764806,0.000052843985,0.000033716515,0.04744607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99713767,0.00096388103,0.000024808738,0.00021783575,0.00041349183,0.0012422999],"domain_scores_gemma":[0.9983797,0.00023821041,0.00016328039,0.000090050045,0.00022937483,0.00089943147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025861422,0.00050207844,0.0003006327,0.00079296256,0.021521272,0.0047835847,0.0021841875,0.0015798571,0.012053722],"category_scores_gemma":[0.0028965604,0.00045979803,0.00028767873,0.0013640975,0.01631552,0.002687483,0.0072810086,0.0016253609,0.00046683985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007332994,0.00012537744,0.013072587,0.00011242342,0.000009109602,0.0017094439,0.837325,0.0002295547,0.0017871389,0.08068919,0.023375178,0.04149168],"study_design_scores_gemma":[0.000019949937,0.00007626399,0.013696801,0.000103529375,0.000006719002,0.00020349053,0.62128866,0.00016329091,0.00039515932,0.0015326543,0.36247236,0.000041068895],"about_ca_topic_score_codex":0.76894605,"about_ca_topic_score_gemma":0.9245742,"teacher_disagreement_score":0.23105395,"about_ca_system_score_codex":0.044231012,"about_ca_system_score_gemma":0.031138374,"threshold_uncertainty_score":0.46482933},"labels":[],"label_agreement":null},{"id":"W7135157771","doi":"","title":"Expanding the Notion of Care in Architecture: Recovering a more-than-human Third Landscape in Kyoto","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Agency (philosophy); Landscape design; Architecture; Conceptual framework; Ecological design; Landscape architecture","score_opus":0.0533938777689647,"score_gpt":0.361282172025692,"score_spread":0.3078882942567273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55889606,0.0056623905,0.06674813,0.029980272,0.00075515633,0.000250173,0.00009836751,0.00016668373,0.33744285],"genre_scores_gemma":[0.97295356,0.0013319245,0.011270113,0.001043526,0.000043093918,0.00011764274,0.00003407495,0.00007521785,0.0131309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99838114,0.0009948486,0.000040534098,0.00017392737,0.00017692398,0.00023247921],"domain_scores_gemma":[0.9992048,0.0003367302,0.000066272165,0.00014628994,0.000090067675,0.00015589286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024465385,0.000575422,0.00027334405,0.0005256174,0.0082077645,0.0056647,0.0013269597,0.002258711,0.005147351],"category_scores_gemma":[0.0016597401,0.0003076668,0.00042095446,0.00056286895,0.027145145,0.00774236,0.009134304,0.0029870325,0.0003871145],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073272175,0.000095481846,0.0035665305,0.00038398174,0.000016121016,0.0012317069,0.3427618,0.001656997,0.0026724744,0.5904038,0.008477516,0.04866028],"study_design_scores_gemma":[0.000032325814,0.00029901834,0.0070463293,0.0005391434,0.00006452071,0.0012045075,0.32408816,0.0015933705,0.0018658339,0.15871802,0.50446707,0.0000817106],"about_ca_topic_score_codex":0.0072522853,"about_ca_topic_score_gemma":0.023020232,"teacher_disagreement_score":0.0082077645,"about_ca_system_score_codex":0.0051515354,"about_ca_system_score_gemma":0.0038097696,"threshold_uncertainty_score":0.03737724},"labels":[],"label_agreement":null},{"id":"W7145395898","doi":"","title":"The Framework of Social Sustainability for Chinese Communities: Revelation from Western Experiences","year":2014,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social sustainability; Sustainability; Process (computing); China; Social change; Sustainability organizations; Sustainable development","score_opus":0.01953459742890346,"score_gpt":0.3503702094088769,"score_spread":0.33083561197997347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7145395898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94239706,0.0021312665,0.0027058173,0.005915118,0.000071349255,0.0000924305,0.000055159937,0.00002984904,0.04660207],"genre_scores_gemma":[0.9961565,0.0005307903,0.00052398094,0.0001709985,0.000009779426,0.000027136644,0.000017403247,0.0000060278494,0.0025573974],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99812084,0.0008636107,0.00007841619,0.00017063337,0.00033073663,0.00043571513],"domain_scores_gemma":[0.9991405,0.00038634634,0.000105168554,0.00009559428,0.00010808146,0.00016434469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044864635,0.0005416573,0.0004316982,0.002080326,0.013575552,0.004566387,0.00093511806,0.0010081711,0.0018397497],"category_scores_gemma":[0.0022958193,0.00022488718,0.00026610287,0.0044536307,0.015541278,0.0054167737,0.00606527,0.0012666663,0.00008943458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001992284,0.000022048496,0.0056059775,0.00013153428,0.000006069469,0.0008831733,0.9039117,0.00018404586,0.000610012,0.070965305,0.0010937841,0.016566455],"study_design_scores_gemma":[0.000008781224,0.000050731884,0.012066921,0.0001694823,0.000017520184,0.00047386947,0.8947852,0.0010708557,0.0007516404,0.019676281,0.070886195,0.00004249566],"about_ca_topic_score_codex":0.073328786,"about_ca_topic_score_gemma":0.08791696,"teacher_disagreement_score":0.073328786,"about_ca_system_score_codex":0.01446167,"about_ca_system_score_gemma":0.010447269,"threshold_uncertainty_score":0.14580393},"labels":[],"label_agreement":null},{"id":"W7157507316","doi":"","title":"Community Foundations as Agents of Transformational Change: Lessons for Fondazione Caterina Dallara (Italy)","year":2022,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Participatory action research; Civil society; Citizen journalism; Bridge (graph theory); Space (punctuation); Foundation (evidence)","score_opus":0.14197877229188252,"score_gpt":0.4234491545800176,"score_spread":0.28147038228813503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7157507316","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19870403,0.019448599,0.0058346475,0.40415582,0.0015714304,0.00017745802,0.000076498494,0.00025129484,0.36978012],"genre_scores_gemma":[0.9724085,0.002630002,0.0015894959,0.0045862864,0.00022214983,0.00006710836,0.000018037252,0.000030396337,0.018448113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726415,0.0015117454,0.000025034979,0.00018167806,0.00016822966,0.0008491432],"domain_scores_gemma":[0.9968142,0.0009433817,0.00024021442,0.000264158,0.00029009784,0.0014479588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054301564,0.00035838896,0.00023688424,0.0010608819,0.007661875,0.008502636,0.0011242519,0.002604338,0.005343165],"category_scores_gemma":[0.004424968,0.00018284944,0.00030549278,0.00082583923,0.012565415,0.0054678223,0.006406904,0.0027202517,0.00042093618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013927498,0.0002473885,0.01406857,0.00032926057,0.000025840473,0.0023596059,0.17105764,0.0007129339,0.0004123607,0.5789519,0.10166418,0.1300311],"study_design_scores_gemma":[0.000034181125,0.00009078581,0.0137982145,0.000614181,0.000014785986,0.00047919186,0.092617474,0.0004730282,0.00023112661,0.04544169,0.8461678,0.000037435973],"about_ca_topic_score_codex":0.037505288,"about_ca_topic_score_gemma":0.06654811,"teacher_disagreement_score":0.037505288,"about_ca_system_score_codex":0.010743608,"about_ca_system_score_gemma":0.009027438,"threshold_uncertainty_score":0.07795066},"labels":[],"label_agreement":null},{"id":"W7161991418","doi":"10.82308/30781","title":"A choice model for mass customisation of lower-cost and higher-performance housing in sustainable development /","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Housing industry; Value (mathematics); Sustainable development; Energy (signal processing); Sustainable design; Flexibility (engineering)","score_opus":0.028525390036677943,"score_gpt":0.32310390876124023,"score_spread":0.2945785187245623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161991418","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16871604,0.001311525,0.6674947,0.008110655,0.00043738872,0.0014452471,0.0037498584,0.00038664977,0.148348],"genre_scores_gemma":[0.8238014,0.0010526715,0.08190945,0.00052233646,0.00014482546,0.0015215381,0.00097519334,0.000097830125,0.089974694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99743724,0.0014973854,0.00007475575,0.0003591842,0.00021902627,0.00041236772],"domain_scores_gemma":[0.99419653,0.004435786,0.00036218157,0.00016569471,0.00043365467,0.00040617227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053111142,0.0011724175,0.0015686495,0.0013577511,0.0013312369,0.0040123337,0.0034333905,0.0043616365,0.045778178],"category_scores_gemma":[0.008362174,0.0007844151,0.0021544336,0.0015386349,0.0022531396,0.0036497684,0.0021509288,0.0031857952,0.003478854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005565056,0.00050511985,0.005492723,0.00025700554,0.00013884672,0.00077492866,0.0005138336,0.48831916,0.00068052096,0.47595394,0.0057445364,0.021062938],"study_design_scores_gemma":[0.00015387236,0.00017129365,0.0012767098,0.000072711606,0.000056912315,0.000090368776,0.0002725907,0.9197328,0.000104051025,0.07127695,0.0067358227,0.00005591787],"about_ca_topic_score_codex":0.04662939,"about_ca_topic_score_gemma":0.036161732,"teacher_disagreement_score":0.04662939,"about_ca_system_score_codex":0.0074937735,"about_ca_system_score_gemma":0.004024389,"threshold_uncertainty_score":0.15314329},"labels":[],"label_agreement":null}]}