{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":153,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":153,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"cb4ec463cb4e","filters":{"topic":"Urban Planning and Valuation"}},"results":[{"id":"W2159195187","doi":"10.5751/es-06381-190274","title":"Integrating adaptive governance and participatory multicriteria methods: a framework for climate adaptation governance","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Corporate governance; Adaptation (eye); Citizen journalism; Environmental resource management; Climate change adaptation; Climate change; Environmental governance; Climate governance; Multi-level governance; Environmental planning; Adaptive capacity; Business; Political science; Geography; Ecology; Economics; Psychology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.0538407624046956,"gpt":0.337680909100802,"spread":0.2838401466961064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009309369,0.00007938773,0.000114617,0.000001528535,0.0002481283,0.00001499058,0.00003958533,0.0001147242,0.00004473835],"category_scores_gemma":[0.0004059738,0.00007295456,0.00003188747,0.00003243383,0.000157127,0.0001140647,0.00004726794,0.0001085632,0.000006237922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004886326,"about_ca_system_score_gemma":0.000004790264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003214061,"about_ca_topic_score_gemma":0.0000490239,"domain_scores_codex":[0.999291,0.0001377052,0.0001185,0.0002209782,0.00005183828,0.0001799648],"domain_scores_gemma":[0.9990708,0.0007060761,0.0001121641,0.00006476021,0.000007633636,0.00003857687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637405,0.0001937153,0.542765,0.0001464659,0.0001335872,0.000001012638,0.08590402,0.001747391,0.006609665,0.1283328,0.01053136,0.2233713],"study_design_scores_gemma":[0.0003054363,0.000171444,0.5810291,0.00002056488,0.00002531504,0.000001162911,0.0008448135,0.4081858,0.0001304846,0.007278304,0.001899582,0.0001080999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7561678,0.0001515026,0.242661,0.0002931377,0.0001823565,0.0001961259,0.0000153771,0.00002673523,0.0003060142],"genre_scores_gemma":[0.6767709,0.00006970048,0.3226462,0.0003911916,0.00003006637,0.00004418819,0.000002181035,0.000004468133,0.00004112671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4064384,"threshold_uncertainty_score":0.2975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901546179","doi":"10.3390/su10114305","title":"Circular Economy and the Role of Universities in Urban Regeneration: The Case of Ortigia, Syracuse","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Nottingham Trent University; Trent University; Syracuse University","keywords":"Context (archaeology); Human settlement; Corporate governance; Government (linguistics); Order (exchange); Cultural heritage; Empowerment; Urban planning; Political science; Business; Public relations; Economic growth; Engineering; Geography; Civil engineering; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.005682568794027554,"gpt":0.2201013009688834,"spread":0.2144187321748558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008300273,0.0000369497,0.00006720733,0.00001242016,0.00007528647,0.000005240398,0.00006979054,0.00002114733,0.00005317222],"category_scores_gemma":[0.00007932766,0.00002369494,0.00001836771,0.00009546687,0.0009559885,0.00009608555,0.00005925363,0.00003863256,9.620273e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851352,"about_ca_system_score_gemma":0.00004973456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473338,"about_ca_topic_score_gemma":0.0002956477,"domain_scores_codex":[0.9995019,0.0001682974,0.0001148433,0.0001001333,0.00004520156,0.00006960628],"domain_scores_gemma":[0.9995806,0.00009184261,0.00006062681,0.0002095357,0.00004489523,0.00001248171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508522,0.00007045036,0.9386328,0.00005520611,0.00001585206,0.00001663421,0.03398812,0.00129913,0.0002062238,0.02081872,0.0006508328,0.004095187],"study_design_scores_gemma":[0.002332089,0.000316977,0.5540025,0.00001534879,0.0001036374,0.00008746595,0.1829373,0.05897097,0.007483847,0.1818307,0.01163345,0.0002856057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972475,0.00009687903,0.00004364188,0.0004967063,0.000008834029,0.0001852579,0.000002395663,0.000002950235,0.001915873],"genre_scores_gemma":[0.9997592,9.489638e-7,0.00001784115,0.00001635189,0.00001186924,0.000003857855,7.79719e-7,0.000001430298,0.0001877509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3846303,"threshold_uncertainty_score":0.6762379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042538166","doi":"10.1177/0739456x0202100402","title":"Deliberative Planning and Decision Making","year":2002,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Analogy; Legitimacy; Democracy; Rationality; Deliberative democracy; Deliberation; Arrow; Plan (archaeology); Impossibility; Politics; Social choice theory; Management science; Law and economics; Sociology; Computer science; Political science; Epistemology; Economics; Law; Microeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.1558525389808066,"gpt":0.4487195204643117,"spread":0.2928669814835051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390896,0.0000581725,0.00008714503,0.0001875809,0.0002784283,0.0001050042,0.00008024041,0.00004693463,0.0002877248],"category_scores_gemma":[0.000325464,0.00004533468,0.00001452453,0.0001926323,0.00009491458,0.0002484772,0.00005304225,0.0003295812,0.00002174619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006642847,"about_ca_system_score_gemma":0.00002275061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007838133,"about_ca_topic_score_gemma":4.990603e-7,"domain_scores_codex":[0.9989625,0.0001105245,0.000196443,0.0001163933,0.0004640772,0.0001500244],"domain_scores_gemma":[0.9992824,0.0003895961,0.0001050361,0.00005780759,0.00006381074,0.0001013896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007319435,0.0001633381,0.4513979,0.00001432816,0.00001665101,0.00002174661,0.03248237,0.001636431,0.00138176,0.00005159829,0.1837492,0.3290114],"study_design_scores_gemma":[0.0007102547,0.0005844589,0.9186898,0.00121155,0.00002301199,0.0007864425,0.007607937,0.02498942,0.0001610385,0.005165423,0.03982863,0.000241982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910096,0.002586514,0.0007477575,0.0003703211,0.0001632578,0.00005377486,3.457526e-7,0.000004361363,0.005064091],"genre_scores_gemma":[0.9923935,0.00005871704,0.006693916,0.00008171818,0.0001339806,0.0000015725,5.162137e-7,0.000005596027,0.0006304861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.467292,"threshold_uncertainty_score":0.3150385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988225984","doi":"10.1016/j.jenvman.2013.07.028","title":"A spatial web/agent-based model to support stakeholders' negotiation regarding land development","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Negotiation; Agent-based model; Environmental resource management; Environmental planning; Business; Land development; Computer science; Land use; Environmental economics; Environmental science; Engineering; Civil engineering; Economics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04610794868379819,"gpt":0.2282668775893276,"spread":0.1821589289055295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004531086,0.0001714744,0.0001630904,0.0001296131,0.0001208672,0.00006399678,0.0002254253,0.00004063879,0.00273743],"category_scores_gemma":[0.000007569246,0.0001542238,0.00007598208,0.00008256403,0.00003409542,0.0003356278,0.0001515312,0.0001099896,0.001165837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006803776,"about_ca_system_score_gemma":0.00001406948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000228747,"about_ca_topic_score_gemma":0.00001978391,"domain_scores_codex":[0.9981749,0.00004337752,0.0004863685,0.0002236599,0.000802141,0.0002695575],"domain_scores_gemma":[0.9993447,0.0000145877,0.0002721288,0.0001685142,0.000004519104,0.0001955216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001300375,0.0006625349,0.3171962,0.00003069075,0.0001426859,0.00005156403,0.001135577,0.5074366,0.01440195,0.000008347959,0.05450018,0.1043036],"study_design_scores_gemma":[0.003284622,0.0007065539,0.8431522,0.00009019359,0.0001592327,0.00001880623,0.0005824177,0.1201658,0.002398764,0.0001394503,0.02867785,0.0006241504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468125,0.000009865837,0.04872074,0.0003534742,0.0001639769,0.0004623665,0.000004254493,0.00001462612,0.00345824],"genre_scores_gemma":[0.9783653,0.000006793158,0.0190583,0.0005820463,0.0000420539,0.00002425142,0.00001345478,0.00001851979,0.001889287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.525956,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790093322","doi":"10.1080/09654313.2018.1425376","title":"The role of negotiated developer obligations in financing large public infrastructure after the economic crisis in the Netherlands","year":2018,"lang":"en","type":"article","venue":"European Planning Studies","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Speculation; Finance; Financial crisis; Business; Quarter (Canadian coin); Value (mathematics); Public finance; Public infrastructure; Economics; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02159280478782949,"gpt":0.2667310837423489,"spread":0.2451382789545195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163691,0.0001032915,0.00009598968,0.00003672255,0.0003869445,0.00005520809,0.0003298617,0.00001813382,0.00003465898],"category_scores_gemma":[0.0001741454,0.00005051637,0.00002195545,0.0002424676,0.0001883355,0.0001110448,0.0001745296,0.0001630405,0.00008954182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000816898,"about_ca_system_score_gemma":0.00001447703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006472101,"about_ca_topic_score_gemma":0.0006220265,"domain_scores_codex":[0.9988529,0.000376986,0.0002465583,0.0001618413,0.0001314115,0.0002302647],"domain_scores_gemma":[0.9994314,0.0002355109,0.00009834098,0.0002105486,0.00001294056,0.00001125581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001618625,0.000007421329,0.9258406,0.000001236038,0.00001769832,0.000002699668,0.04884717,0.001625887,0.00003528169,0.00006320121,0.02263689,0.000905775],"study_design_scores_gemma":[0.0001474179,0.00002774603,0.9585558,0.00002640638,0.000006650273,0.000002461168,0.01256349,0.001078159,0.00002405844,0.0003389295,0.02715907,0.00006984232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916402,0.0008169957,0.00001628554,0.000961377,0.00008978006,0.0001148151,0.000005340924,0.00001192311,0.006343304],"genre_scores_gemma":[0.9994125,0.00002961513,0.00005897785,0.0003134352,0.00006861265,0.00001427186,0.000003847918,0.000009572629,0.00008918261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628368,"threshold_uncertainty_score":0.2976103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2517777561","doi":"10.18352/ijc.470","title":"Conflict or synergy? Understanding interaction between municipalities and village commons (regole) in polycentric governance of mountain areas in the Veneto Region, Italy","year":2016,"lang":"en","type":"article","venue":"International Journal of the Commons","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Corporate governance; Context (archaeology); Plural; Commons; Work (physics); Politics; Political science; Business; Geography; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.08654724465382986,"gpt":0.3030838677923172,"spread":0.2165366231384873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005866126,0.00007692957,0.0001318193,0.00007742001,0.00004645541,0.00002850568,0.0005605198,0.00003355135,0.00003820775],"category_scores_gemma":[0.0002458887,0.00003917363,0.00004739898,0.0001513612,0.0001235287,0.0002508794,0.0001263648,0.0001560715,0.000001728273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005930345,"about_ca_system_score_gemma":0.00002125161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068943,"about_ca_topic_score_gemma":0.002867793,"domain_scores_codex":[0.998786,0.0002465112,0.0003642509,0.00007622315,0.0004228483,0.0001041049],"domain_scores_gemma":[0.9986489,0.0007499273,0.0004220243,0.0001341015,0.00002068412,0.00002437941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844117,0.00005574792,0.9906705,0.000002331707,0.00003934461,0.00002873298,0.002631471,0.0006606224,0.0004005525,0.002428021,0.001606447,0.001291834],"study_design_scores_gemma":[0.0009733441,0.00008580227,0.9898461,0.0005770091,0.0000232305,0.0002210582,0.002391811,0.0003548335,0.0003378474,0.002744982,0.002355271,0.00008867118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908878,0.0001233451,0.0002709642,0.007531967,0.000186395,0.00006750754,0.00001391118,0.000002166876,0.0009159441],"genre_scores_gemma":[0.9995841,0.00009156004,0.00001293153,0.00008553299,0.00004547096,0.000001612177,9.360854e-7,0.000004966258,0.0001728532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008696338,"threshold_uncertainty_score":0.161593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767722405","doi":"10.1177/0739456x17739352","title":"Commentary on the Absence of Experiments in Planning","year":2017,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Field (mathematics); Management science; Sociology; Engineering ethics; Political science; Public relations; Computer science; Engineering; History; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.2111091908986035,"gpt":0.48113847567963,"spread":0.2700292847810264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145139,0.00004028903,0.00007108016,0.00009816283,0.0002935112,0.00005524358,0.0002563491,0.00002528235,0.00007979629],"category_scores_gemma":[0.000315704,0.00002595889,0.00001439162,0.00005915475,0.000164011,0.0001436405,0.00006436094,0.0002851206,0.000005905769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006338728,"about_ca_system_score_gemma":0.00003775511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903653,"about_ca_topic_score_gemma":0.000001598628,"domain_scores_codex":[0.9990839,0.0001443059,0.0001730535,0.0000695604,0.000421114,0.0001081051],"domain_scores_gemma":[0.999341,0.0002441421,0.0001975459,0.000143975,0.00002766432,0.00004569625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005435985,0.0001571774,0.8740143,0.000005191066,0.000005621323,0.000004479726,0.009884593,0.0004801672,0.003838219,0.0000354064,0.1086354,0.002885066],"study_design_scores_gemma":[0.0002078231,0.0001603726,0.9875002,0.0003776052,0.000001533352,0.000009873726,0.00386709,0.0004422732,0.001806265,0.0003401819,0.005247723,0.00003907831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906273,0.0001777562,0.000007431926,0.004337674,0.0001641307,0.00006050404,4.226615e-7,8.148613e-7,0.004623908],"genre_scores_gemma":[0.9992503,0.00001412858,0.0001679056,0.0002135971,0.00007475926,0.000002476442,6.342984e-7,0.000002847246,0.0002733615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134859,"threshold_uncertainty_score":0.225748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281657746","doi":"10.3390/urbansci6020038","title":"Addressing Negative Externalities of Urban Development: Toward a More Sustainable Approach","year":2022,"lang":"en","type":"article","venue":"Urban Science","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Externality; Visibility; Sustainable development; Economics; Public economics; Order (exchange); Welfare; Business; Environmental economics; Economic geography; Economic system; Microeconomics; Political science; Geography; Market economy","retraction":null,"screen_n_in":null,"score":{"opus":0.0756372401067077,"gpt":0.2888388491216865,"spread":0.2132016090149788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482659,0.0001162009,0.0001300281,0.0001267676,0.0009353597,0.00007136397,0.0006852231,0.00001734299,0.0006221909],"category_scores_gemma":[0.0001492771,0.0001115792,0.00003056372,0.001092414,0.0008424722,0.0005425208,0.0007104871,0.0001463017,0.00001529352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005350342,"about_ca_system_score_gemma":0.0002010054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776854,"about_ca_topic_score_gemma":0.000001027099,"domain_scores_codex":[0.9976206,0.00007520045,0.0002307712,0.0004169683,0.001216377,0.0004400961],"domain_scores_gemma":[0.9994304,0.00004611758,0.0001664237,0.0002291027,0.00003380457,0.0000941348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009176395,0.0004320068,0.6048275,0.0001042041,0.00002066764,0.00002836871,0.314584,0.02229383,0.01547499,0.004102642,0.03340508,0.004634951],"study_design_scores_gemma":[0.001582555,0.0004622299,0.6779042,0.00008269959,0.00005024467,0.00007663382,0.1410557,0.06317752,0.05074847,0.002299537,0.06109558,0.001464601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672508,0.0001037556,0.001527729,0.00005795939,0.00008138034,0.0002253385,0.000005611384,0.00004373765,0.03070368],"genre_scores_gemma":[0.9829347,3.627163e-7,0.006023109,0.00008816137,0.00001785991,0.00005223757,0.00000513881,0.000007950779,0.01087055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735283,"threshold_uncertainty_score":0.7194125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094499884","doi":"10.2495/sdp-v10-n2-155-164","title":"A sustainable requalification of bracciano lake waterfront in Trevignano Romano","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Redevelopment; Tourism; Environmental planning; Civil engineering; Geography; Sustainable development; Service (business); Urban area; Environmental protection; Environmental resource management; Architectural engineering; Business; Engineering; Environmental science; Archaeology; Economy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.0337884771433886,"gpt":0.2734007134003459,"spread":0.2396122362569573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638958,0.00009665106,0.0001624196,0.0002827356,0.00004369964,0.00005372407,0.0002155584,0.00004913209,0.00008638899],"category_scores_gemma":[0.0002626527,0.00008551978,0.00002328746,0.000171022,0.00003245576,0.0006215305,0.0001029355,0.0001077616,0.000007336026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479221,"about_ca_system_score_gemma":0.0001545563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351679,"about_ca_topic_score_gemma":0.00001737452,"domain_scores_codex":[0.9985595,0.00006028315,0.0005295363,0.0001191836,0.0005147997,0.0002167126],"domain_scores_gemma":[0.999185,0.00005039445,0.0003684525,0.00005260256,0.0002609116,0.00008267218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006753106,0.0002384434,0.8822293,0.000073683,0.0001091382,0.002226438,0.07304181,0.01465534,0.0005380094,0.001626951,0.01146425,0.01312133],"study_design_scores_gemma":[0.003814943,0.0003259261,0.6724101,0.0004602737,0.00003561641,0.0002209009,0.1448349,0.001450233,0.004850249,0.004878455,0.1662152,0.0005032583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948258,0.0002685165,0.0008323041,0.0002276721,0.0001181786,0.00009994618,6.792827e-7,0.000005476588,0.003621393],"genre_scores_gemma":[0.9927444,0.00001037843,0.002336839,0.00003937497,0.00005010475,0.000004267072,0.00001696307,0.000006752732,0.004790855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098192,"threshold_uncertainty_score":0.3487395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769147247","doi":"10.26687/archnet-ijar.v11i3.1398","title":"SMART CITIES AND HERITAGE CONSERVATION: DEVELOPING A SMARTHERITAGE AGENDA FOR SUSTAINABLE INCLUSIVE COMMUNITIES","year":2017,"lang":"en","type":"article","venue":"International Journal of Architectural Research Archnet-IJAR","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Crowdsourcing; Information and Communications Technology; Citizen journalism; Valuation (finance); Cultural heritage; Corporate governance; Environmental planning; Cultural heritage management; Sustainability; Environmental resource management; Business; Political science; Knowledge management; Geography; Computer science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1037289163533863,"gpt":0.3949886550690074,"spread":0.2912597387156212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002596285,0.0001377872,0.0001865867,0.0002392985,0.001303951,0.0005592228,0.001151464,0.00004765157,0.0001560188],"category_scores_gemma":[0.001877445,0.0001179611,0.00007795836,0.00006538088,0.0009474516,0.0007252938,0.001040176,0.0004653448,0.0000097455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457147,"about_ca_system_score_gemma":0.0001656855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253084,"about_ca_topic_score_gemma":0.001040591,"domain_scores_codex":[0.9977001,0.0002633705,0.0003722569,0.0001499694,0.001087651,0.0004266419],"domain_scores_gemma":[0.9977237,0.001029573,0.0003179632,0.000234905,0.0005776192,0.0001162187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004230605,0.0002315207,0.712725,0.0002956823,0.0009047998,0.001086015,0.06471548,0.001538632,0.008913103,0.01799456,0.04452993,0.1428346],"study_design_scores_gemma":[0.004065319,0.001549196,0.6594784,0.0006574154,0.00003329706,0.0008574326,0.0224898,0.007857592,0.003115098,0.1045457,0.1946916,0.0006590656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836558,0.0001229439,0.001363028,0.01161978,0.0001732305,0.0002971847,0.00001983547,0.00001146111,0.00273671],"genre_scores_gemma":[0.9907002,0.00007707192,0.006665958,0.0002727349,0.0002101736,0.00002405484,0.00001717478,0.00001646322,0.002016167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501617,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019788189","doi":"10.2495/sdp-v7-n1-1-13","title":"A gis for urban sustainability indicators in spatial planning","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Urban planning; Environmental planning; Sustainable development; Business; Spatial planning; Commission; Social sustainability; Environmental resource management; Urban density; Regional science; Geography; Political science; Economics; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01902678519114536,"gpt":0.2828366301309566,"spread":0.2638098449398112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614639,0.0001137044,0.0001456558,0.0004586271,0.0001064176,0.0000539399,0.0001874958,0.00006192704,0.00005314273],"category_scores_gemma":[0.0004641682,0.0001050889,0.00003272092,0.0001939415,0.00004128266,0.0005986868,0.0000982996,0.0001569793,0.000001798756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006570938,"about_ca_system_score_gemma":0.0001122785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000578062,"about_ca_topic_score_gemma":0.000001473074,"domain_scores_codex":[0.9986792,0.00004006644,0.000416485,0.000118288,0.0003898073,0.0003561132],"domain_scores_gemma":[0.9993102,0.0001535572,0.0002730169,0.00004131843,0.0001083702,0.0001135539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856675,0.0000640962,0.9648267,0.00001969379,0.00002706628,0.000111367,0.02326166,0.001401808,0.00001910684,0.0001959813,0.001876266,0.008010563],"study_design_scores_gemma":[0.0009388995,0.00006078386,0.9245545,0.0000731392,0.00001204006,0.00004182525,0.01870431,0.0003485618,0.0003614746,0.0005157902,0.05420962,0.0001790627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919879,0.0002852291,0.006341883,0.0001626787,0.0002899347,0.0001653363,0.00000104688,0.000007455287,0.0007585071],"genre_scores_gemma":[0.996402,0.000002067292,0.002751063,0.00006490816,0.0002182058,0.00001269329,0.00001204034,0.000008496136,0.000528509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05233335,"threshold_uncertainty_score":0.4285401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885472729","doi":"10.3390/su10082734","title":"Consultancy Centres and Pop-Ups as Local Authority Policy Instruments to Stimulate Adoption of Energy Efficiency by Homeowners","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Interreg","keywords":"Business; Stock (firearms); Order (exchange); Energy consumption; Quarter (Canadian coin); Efficient energy use; Consumption (sociology); Local authority; Finance; Marketing; Public administration; Political science; Engineering; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.006633872544621754,"gpt":0.2691496236547632,"spread":0.2625157511101414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004083467,0.0001234047,0.0001370078,0.00005489391,0.0001531349,0.00001794271,0.0001187907,0.00007490023,0.0001320767],"category_scores_gemma":[0.0007678197,0.0001128978,0.00002444803,0.0004216052,0.0005925936,0.0001346559,0.0001496062,0.00005951392,0.00002431852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007697188,"about_ca_system_score_gemma":0.0001090895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00656661,"about_ca_topic_score_gemma":0.00008117886,"domain_scores_codex":[0.9986798,0.0001276329,0.000222848,0.0003605083,0.0002985604,0.0003107116],"domain_scores_gemma":[0.999376,0.00004406926,0.00007571009,0.0002295829,0.0001044089,0.0001702064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003102625,0.000389483,0.8446982,0.00005374135,0.00001329078,0.000001739459,0.002886984,0.00148613,0.001178619,0.002596545,0.002805225,0.1435798],"study_design_scores_gemma":[0.001026814,0.001133376,0.9591758,0.00001997436,0.00002671614,0.000003596775,0.001346982,0.009588643,0.004324209,0.01368494,0.009305932,0.0003630157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950147,0.00001802832,0.002979282,0.0006721535,0.00004903004,0.0002165597,0.0000189851,0.00003114616,0.001000149],"genre_scores_gemma":[0.9991423,0.000003709365,0.0001406357,0.00009235294,0.00002396045,0.000006808591,0.00001461089,0.000006086881,0.0005694645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432168,"threshold_uncertainty_score":0.9926794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146521152","doi":"10.18280/ijsdp.160101","title":"Indicators and Representation Tools to Measure the Technical-Economic Feasibility of a Renewable Energy Community. The Case Study of Villar Pellice (Italy)","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental economics; Incentive; Renewable energy; Revenue; Work (physics); Energy consumption; Flexibility (engineering); Business; Environmental resource management; Economics; Engineering; Microeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.05916895902644501,"gpt":0.3076071807214307,"spread":0.2484382216949857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635902,0.00006661347,0.0001225156,0.00009069924,0.0002012959,0.00005948692,0.0002022537,0.00002703465,0.00002108607],"category_scores_gemma":[0.0003230478,0.00004522103,0.00002030737,0.000167242,0.00005644075,0.0001936451,0.0002235171,0.0001274746,2.239968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448329,"about_ca_system_score_gemma":0.00008896556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414679,"about_ca_topic_score_gemma":0.000413277,"domain_scores_codex":[0.9989321,0.0002164915,0.0003848163,0.00009116708,0.0002892036,0.00008627135],"domain_scores_gemma":[0.9990305,0.0003629724,0.0003169597,0.0001111301,0.0001387768,0.00003967946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002321369,0.0002664476,0.8907647,0.00001794337,0.0002260037,0.001094125,0.0636389,0.03054886,0.001129788,0.00008747753,0.001491114,0.01050257],"study_design_scores_gemma":[0.0009134672,0.0002343037,0.5808254,0.00008969111,0.00006150876,0.001419511,0.4089238,0.0002924304,0.00480048,0.000343109,0.001961753,0.0001344991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985096,0.0001231543,0.0004715059,0.0001746107,0.00004842261,0.0001110537,0.00000141266,0.000002152216,0.0005580709],"genre_scores_gemma":[0.9993733,0.000007918751,0.0003664652,0.0000427036,0.00001755795,0.000004057779,0.000003142163,0.000003433491,0.0001813816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3452849,"threshold_uncertainty_score":0.3650289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986792128","doi":"10.1016/j.seps.2014.12.003","title":"Designing and implementing a real estate appraisal system: The case of Québec Province, Canada","year":2015,"lang":"en","type":"article","venue":"Socio-Economic Planning Sciences","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Modellium (Canada)","funders":"","keywords":"Real estate; Business; Project appraisal; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.04148994414239985,"gpt":0.2907280211762498,"spread":0.24923807703385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002249925,0.00009866925,0.0001272469,0.00002942908,0.0005878318,0.00006727327,0.000205968,0.00002342167,0.0000124987],"category_scores_gemma":[0.00006612237,0.00007275158,0.00001628325,0.00008656761,0.0004441851,0.0002215665,0.0001159078,0.0000709404,0.000006394398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000440405,"about_ca_system_score_gemma":0.0009215142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9452509,"about_ca_topic_score_gemma":0.6526577,"domain_scores_codex":[0.9989523,0.0001026829,0.0002436617,0.0002617992,0.0001547144,0.0002848659],"domain_scores_gemma":[0.9992334,0.0003429185,0.0002319372,0.00009816122,0.000006050216,0.00008750169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009879294,0.000005321824,0.9430806,0.00001755695,0.00001687673,0.00008784123,0.01284629,0.02717487,0.0002983499,0.0002604669,0.01137871,0.004823257],"study_design_scores_gemma":[0.001599908,0.0005215213,0.06785642,0.0001838027,0.0001609174,0.002019977,0.5105077,0.4025638,0.0009103133,0.0001912163,0.01238519,0.00109925],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814516,0.00003787971,0.00008969651,0.0002030248,0.0001572548,0.0001207554,0.00001201472,0.00002273497,0.01790506],"genre_scores_gemma":[0.9989977,0.000001628237,0.000829268,0.00001853211,0.00003491625,0.000007918009,0.00000210389,0.000004869699,0.0001030171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8752242,"threshold_uncertainty_score":0.4521186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W34250409","doi":"10.1016/b978-008044910-4.00886-5","title":"Agricultural Land Preservation","year":2009,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brandon University","funders":"","keywords":"Business; Agriculture; Agricultural land; Zoning; Land use; Environmental planning; Land management; Incentive; Smart growth; Natural resource economics; Lease; Land development; Economics; Geography; Finance; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0225984052584906,"gpt":0.2255696159172413,"spread":0.2029712106587507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001437261,0.0002056196,0.000168038,0.00002309201,0.00008836077,0.00003523101,0.0001598831,0.0001872169,0.001122063],"category_scores_gemma":[0.000008954136,0.0001603976,0.00007998692,0.000008471769,0.00004730217,0.00008740335,0.00006017985,0.0002064553,0.001431805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009859687,"about_ca_system_score_gemma":0.000007637929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002321305,"about_ca_topic_score_gemma":0.00003561545,"domain_scores_codex":[0.9989911,0.00001542789,0.0001950761,0.000285514,0.0003585978,0.0001542354],"domain_scores_gemma":[0.9995534,0.00001778855,0.0001394485,0.0002157171,0.00001070212,0.00006292564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004456848,0.000003848836,0.0004868101,0.000004887046,0.00001159013,0.000003283069,0.000116655,0.00003505711,0.00008114495,0.0001842104,0.006572397,0.9924957],"study_design_scores_gemma":[0.0001151586,0.00005035658,0.01622191,0.00006956182,0.00004512021,0.000005937294,9.566128e-7,0.00003240028,0.00001722673,0.00431355,0.9788885,0.0002393475],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001264495,0.0001008783,0.000001393762,0.00007666778,0.0001007865,0.0002585477,0.000007833396,0.00006230747,0.9981271],"genre_scores_gemma":[0.00189264,0.000009745183,0.0001947037,0.0001922705,0.0001900728,0.000007675377,0.0001072003,0.00001713909,0.9973885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9922563,"threshold_uncertainty_score":0.999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283123771","doi":"10.1080/1389224x.2022.2082497","title":"Facilitating learning for innovation in a climate-stressed context: insights from flash flood-affected rice farming in Bangladesh","year":2022,"lang":"en","type":"article","venue":"The Journal of Agricultural Education and Extension","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Context (archaeology); Flash flood; Originality; Knowledge management; Business; Flood myth; Environmental resource management; Marketing; Public relations; Political science; Computer science; Sociology; Qualitative research; Economics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01802085542095877,"gpt":0.2559283804298887,"spread":0.23790752500893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006615491,0.00007404678,0.000111607,0.00009128342,0.0002598769,0.00002264321,0.00007455813,0.00002490246,0.00003274179],"category_scores_gemma":[0.0003632078,0.00004549109,0.00001906383,0.0005018396,0.00001716453,0.0002253727,0.00004661944,0.0002602813,0.000002850414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626317,"about_ca_system_score_gemma":0.00001912091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003771305,"about_ca_topic_score_gemma":0.0001116782,"domain_scores_codex":[0.9989818,0.0002623368,0.0003557237,0.0001014574,0.0001966602,0.000102017],"domain_scores_gemma":[0.9992587,0.0002972787,0.0003247829,0.00004029788,0.00005705314,0.00002186774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002644834,0.0003261044,0.04855155,0.0000197998,0.00001113967,0.000001402446,0.05670587,0.06218102,0.7880477,0.00003106502,0.004014768,0.03984514],"study_design_scores_gemma":[0.0006429552,0.0001565461,0.9515128,0.00007814792,0.00001620032,0.00001925209,0.03904952,0.00712201,0.0006727591,0.000121892,0.0005216299,0.00008627641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988441,0.0002830089,0.00002189258,0.0004173086,0.0001894282,0.0001808952,0.000001920346,0.00000573603,0.00005563519],"genre_scores_gemma":[0.9993725,0.0000225461,0.0002653126,0.0001342461,0.00004234889,0.00001146888,0.00006104986,0.000003343668,0.00008720686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9029613,"threshold_uncertainty_score":0.1998789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204565261","doi":"10.3390/jrfm14100466","title":"Cost–Benefit Analysis in the Evaluation of Cultural Heritage Project Funding","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cultural heritage; Cultural heritage management; Tourism; Recreation; Cultural economics; Industrial heritage; Business; Investment (military); Cost–benefit analysis; European union; Economics; Economic policy; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0667886040120394,"gpt":0.3164212305392674,"spread":0.249632626527228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139612,0.00004738464,0.0001143437,0.00008494542,0.00005618389,0.00002505471,0.00007715411,0.00001889138,0.00004981163],"category_scores_gemma":[0.00009513804,0.00003156874,0.00006440684,0.0006101166,0.0000214667,0.0001177226,0.00003551188,0.00008058856,0.00000129522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006766704,"about_ca_system_score_gemma":0.000009165475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025141,"about_ca_topic_score_gemma":0.0002914872,"domain_scores_codex":[0.9990017,0.0001370963,0.0002298606,0.00007914109,0.0004760764,0.00007610654],"domain_scores_gemma":[0.9996491,0.0000307987,0.0002034028,0.0000700591,0.00003446322,0.00001219163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004691386,0.0001328645,0.6523496,0.00001251035,0.00006821565,0.0000282908,0.008630799,0.02973598,0.00007796987,0.000275853,0.001158281,0.3074827],"study_design_scores_gemma":[0.0004324045,0.00004039357,0.988804,0.00001947871,0.000624341,0.000004596154,0.003018714,0.003569919,0.00002446995,0.0005858528,0.002832951,0.00004285567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962067,0.0003101425,0.001877405,0.00004439268,0.00005663095,0.0001200359,0.000002559892,9.228778e-7,0.001381187],"genre_scores_gemma":[0.9987913,0.0003421583,0.0007566129,0.00002520358,0.00002627503,0.000003753869,0.000002885825,0.000001375487,0.00005038257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3364544,"threshold_uncertainty_score":0.1287336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022354773","doi":"10.2495/sdp-v4-n1-18-34","title":"Evaluation of a sustainable urban transport system through the use of the TRANSECON methodology","year":2009,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Process (computing); Management science; Set (abstract data type); Resource (disambiguation); Urban planning; Computer science; Environmental impact assessment; Risk analysis (engineering); Environmental economics; Engineering; Economics; Business; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.1160873225839976,"gpt":0.3128082326966729,"spread":0.1967209101126753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003907701,0.00009906638,0.0001757304,0.00008780368,0.0001364924,0.00002664871,0.0002995433,0.00005378788,0.00004347995],"category_scores_gemma":[0.0002917204,0.00006143098,0.00006386037,0.0001814704,0.00007727616,0.0004705226,0.00003061792,0.0001425511,3.677574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121185,"about_ca_system_score_gemma":0.0002116828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548394,"about_ca_topic_score_gemma":0.000003502747,"domain_scores_codex":[0.9978238,0.0003118587,0.0005461083,0.0001044464,0.001035995,0.0001777545],"domain_scores_gemma":[0.9985419,0.000207201,0.0005477419,0.00008259933,0.0005939869,0.00002655172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001427763,0.0003580808,0.2873512,0.0002202821,0.001066652,0.0005509327,0.3021861,0.3384068,0.00318314,0.0246092,0.00884116,0.03179865],"study_design_scores_gemma":[0.002096505,0.0002440055,0.8375676,0.0004140784,0.0004201327,0.0002661937,0.1101695,0.004961662,0.008348079,0.003181705,0.03206703,0.000263539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991551,0.0002866257,0.006217498,0.0004035643,0.0001577888,0.0002329561,0.000001390859,0.000004124049,0.001144992],"genre_scores_gemma":[0.9961588,0.000005700617,0.003045256,0.00007402012,0.00004065791,0.000003578472,0.000003603398,0.000004411031,0.0006639177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502164,"threshold_uncertainty_score":0.2505082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956501542","doi":"10.3390/su11143901","title":"Trialogue on Built Heritage and Sustainable Development","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Sustainable development; Cultural heritage; Industrial heritage; Environmental planning; Values; Cultural heritage management; Legitimacy; Politics; Built environment; Environmental resource management; Business; Environmental ethics; Political science; Architectural engineering; Geography; Civil engineering; Engineering; Economics; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01311080797999365,"gpt":0.2496206777075807,"spread":0.2365098697275871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00122085,0.0001098916,0.0001207719,0.00002760785,0.0001528832,0.00003437632,0.00009852192,0.00005910623,0.0006544873],"category_scores_gemma":[0.0004219467,0.0000971114,0.00002230322,0.0001399676,0.00007915196,0.0001474158,0.0001638034,0.0001001965,0.0002301337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042298,"about_ca_system_score_gemma":0.00009203514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457186,"about_ca_topic_score_gemma":0.00002117648,"domain_scores_codex":[0.9987981,0.0001059877,0.0001562508,0.0003521939,0.0002229842,0.0003644679],"domain_scores_gemma":[0.9994907,0.00008503125,0.0000416154,0.0002686629,0.00003816585,0.0000757611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001896822,0.0001630556,0.9801237,0.0001225117,0.000008017622,0.00001637996,0.002642489,0.0007587649,0.0001280984,0.002187758,0.002991186,0.01066835],"study_design_scores_gemma":[0.0007145014,0.000213935,0.9263244,0.000005152321,0.000005232125,0.000001566319,0.002751635,0.0002749543,0.000391348,0.00731549,0.06179519,0.0002065505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911283,0.00001461403,0.00006143284,0.0004030225,0.00005411551,0.0006182698,6.852869e-7,0.00004739633,0.007672193],"genre_scores_gemma":[0.9834701,6.123466e-7,0.0002227659,0.00009293871,0.00001371371,0.00002616094,0.000007108148,0.000007455839,0.01615912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05880401,"threshold_uncertainty_score":0.7166177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010417344","doi":"10.5430/ijba.v11n2p1","title":"Eco-Sustainable Metropolises: An Analysis of Budgetary Strategy in Italy’s Largest Municipalities","year":2020,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Sustainability; Business; Promotion (chess); Sustainable development; Government (linguistics); Local government; Environmental planning; Political science; Geography; Public administration; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.03792710184562084,"gpt":0.3068648193836418,"spread":0.268937717538021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004121686,0.00009199269,0.0002206751,0.0002839539,0.00002619441,0.00006619143,0.0003209888,0.0000472436,0.0006208268],"category_scores_gemma":[0.00021627,0.00008719213,0.00007914062,0.0007445512,0.0000614437,0.0009978726,0.00003899905,0.00009880487,0.000004719252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547893,"about_ca_system_score_gemma":0.0001159969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358048,"about_ca_topic_score_gemma":0.0005858426,"domain_scores_codex":[0.9985321,0.00008160725,0.0005702839,0.0001283927,0.0005741455,0.0001134757],"domain_scores_gemma":[0.9990543,0.00004761629,0.0004772128,0.00008137617,0.0002638669,0.00007563546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003788932,0.0003750561,0.6264263,0.00001790002,0.0003365956,0.000153354,0.001511866,0.3660612,0.002125353,0.001379935,0.0003600891,0.0008734617],"study_design_scores_gemma":[0.000494217,0.0003154239,0.9362881,0.00001855757,0.000227009,0.00001518156,0.004440444,0.05663039,0.000833154,0.0003006701,0.000320917,0.0001159853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960111,0.00003394117,0.001502531,0.001060349,0.00008151325,0.00005023546,0.00001971485,0.000005559329,0.00123502],"genre_scores_gemma":[0.9992253,0.0000155443,0.0003188868,0.0001049706,0.00009921649,0.000001547294,0.0001067602,0.000005929051,0.0001219153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098617,"threshold_uncertainty_score":0.6797618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404597151","doi":"","title":"Balanced House-systems and Nestings.","year":2015,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03607164576013791,"gpt":0.2455747555368557,"spread":0.2095031097767178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003097626,0.00006342019,0.00007317521,0.00001034528,0.00005125043,0.00003435913,0.0000716643,0.0000355983,0.00001569282],"category_scores_gemma":[0.00008828957,0.0000583349,0.000007817729,0.00009045504,0.00004222188,0.0001111208,0.00005311652,0.00005124376,0.0003297154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005584135,"about_ca_system_score_gemma":0.00000791167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253113,"about_ca_topic_score_gemma":0.000002652903,"domain_scores_codex":[0.9994152,0.00003854293,0.0000844725,0.0001455248,0.0001934571,0.0001228526],"domain_scores_gemma":[0.9997023,0.00002623701,0.00004104727,0.0001165659,0.000007975814,0.0001058122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009755912,0.00003445754,0.9150563,0.000003466842,0.00000435164,0.000005420607,0.0008604401,0.0004709845,0.0005547503,0.007640405,0.07459465,0.0007650232],"study_design_scores_gemma":[0.003667457,0.0005074993,0.815285,0.00005383501,0.00004098077,0.00005987711,0.0005394625,0.03708709,0.00046266,0.08806148,0.05356394,0.0006707547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908072,0.00008600938,0.00001019558,0.00007100399,0.0007623727,0.00008013439,5.01721e-7,0.0001129637,0.008069647],"genre_scores_gemma":[0.9992411,0.000001844914,0.0001157129,0.00004241833,0.000006462633,0.000006932039,0.000001661415,0.00001051007,0.0005733893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09977134,"threshold_uncertainty_score":0.4237934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406324034","doi":"10.1016/j.sftr.2025.100439","title":"Enhancing climate action evaluation using artificial neural networks: An analysis of SDG 13","year":2025,"lang":"en","type":"article","venue":"Sustainable Futures","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Artificial neural network; Artificial intelligence; Action (physics); Computer science; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.03010031665819023,"gpt":0.335841666754397,"spread":0.3057413500962067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265294,0.00009940133,0.0001605682,0.000232065,0.0003458905,0.00005693335,0.00009656089,0.00007585361,0.000311458],"category_scores_gemma":[0.0001035264,0.00009700139,0.00007276789,0.001242363,0.00004438298,0.0003718794,0.00006230361,0.00008519514,0.000001647439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000380223,"about_ca_system_score_gemma":0.00003257768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002139777,"about_ca_topic_score_gemma":0.001239318,"domain_scores_codex":[0.9986671,0.0002145347,0.0002485514,0.0002537435,0.0003206951,0.0002954152],"domain_scores_gemma":[0.999508,0.00004107382,0.0001415296,0.0002050099,0.00007027188,0.00003413405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005079604,0.0000376914,0.03765005,0.00001966611,0.00005803145,0.000001118813,0.0004122157,0.9517059,0.003990799,0.0003590065,0.00008535692,0.005629361],"study_design_scores_gemma":[0.00008155971,0.00003142523,0.1425939,0.000005652108,0.0007165864,2.193427e-7,0.005768531,0.8487318,0.001434937,0.0005126167,0.00004519595,0.00007754409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877095,0.00009189584,0.01115463,0.00003629228,0.0002040362,0.0002151176,0.000001614668,0.00003136632,0.0005555719],"genre_scores_gemma":[0.9993861,0.000003948634,0.0002370176,0.00004718055,0.00008933841,0.00001093612,0.00006403468,0.000005705125,0.000155777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049439,"threshold_uncertainty_score":0.3955602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984419649","doi":"10.1016/j.progress.2004.09.001","title":"Are planning appeal rights necessary? A comparative study of Australia, England and Vancouver BC","year":2004,"lang":"en","type":"article","venue":"Progress in Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Appeal; Political science; Law; Public administration; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.07956781138337782,"gpt":0.3466456207229112,"spread":0.2670778093395333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003086104,0.0001635173,0.0002606032,0.00008252376,0.0001289744,0.00003020651,0.0001338982,0.00006284943,0.00003580359],"category_scores_gemma":[0.00001121086,0.0001432482,0.00001559994,0.000211198,0.0001357475,0.0002308112,0.00008943416,0.0002076027,0.00001015753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007063539,"about_ca_system_score_gemma":0.000004720007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005605138,"about_ca_topic_score_gemma":0.0008687287,"domain_scores_codex":[0.9987262,0.00008167087,0.0002797185,0.0003290511,0.000329345,0.0002539905],"domain_scores_gemma":[0.9994863,0.00006110457,0.0002522954,0.0001253558,0.000009145338,0.00006582675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007633418,0.000260367,0.937784,0.00001263023,0.00001701189,0.00009134894,0.03193373,0.02926173,0.00001428918,0.000003930462,0.0003579927,0.000186611],"study_design_scores_gemma":[0.002389081,0.0003083842,0.9906482,0.0002712251,0.000021494,0.000006587374,0.00414038,0.001247742,0.0001897081,0.0003459967,0.0002346074,0.0001965668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998731,0.000219062,0.00004451999,0.000008229428,0.0001036422,0.0003392034,0.000003515525,0.00003072953,0.000520141],"genre_scores_gemma":[0.999201,2.628382e-7,0.0006596954,0.000006200079,0.00002915235,0.00003244679,0.000005711915,0.000006920659,0.00005859182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05286421,"threshold_uncertainty_score":0.5841492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995928771","doi":"10.2495/sdp-v9-n2-277-300","title":"Preserving, reconstructing and enhancing the place identity: identifying principles of urban sustainability with placemaker method","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Identity (music); Place identity; Environmental planning; Urban sustainability; Architectural engineering; Urban planning; Sociology; Environmental ethics; Environmental resource management; Aesthetics; Civil engineering; Engineering; Geography; Environmental science; Art; Philosophy; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.0229455336791303,"gpt":0.2898918833178837,"spread":0.2669463496387534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003695766,0.0001121971,0.0001677607,0.0001244717,0.0002278441,0.0001585215,0.0002424096,0.00003822858,0.00003452188],"category_scores_gemma":[0.0008680339,0.00007901488,0.00002170219,0.0001254029,0.00009210451,0.0008060968,0.000260398,0.0001823162,4.001233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001952008,"about_ca_system_score_gemma":0.0001034219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009434541,"about_ca_topic_score_gemma":0.00002202633,"domain_scores_codex":[0.9985189,0.0001363645,0.0004594491,0.0001581211,0.0005343483,0.0001927713],"domain_scores_gemma":[0.9985936,0.0004530781,0.0005476703,0.00007348303,0.0002740447,0.00005807521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002496248,0.0000252754,0.9457754,0.0001367821,0.0001614677,0.0001005434,0.03430379,0.009896002,0.0003318836,0.001954956,0.0002458741,0.006818324],"study_design_scores_gemma":[0.00233099,0.000265005,0.7365674,0.001258145,0.0001345357,0.001053642,0.1997384,0.01707758,0.01004063,0.004689992,0.02625597,0.0005876448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504233,0.0001446092,0.04798095,0.0002004736,0.00009110935,0.0001120933,3.179681e-7,0.000006074261,0.001041081],"genre_scores_gemma":[0.9768721,0.000005525536,0.02204631,0.00003266221,0.00006571421,0.000003496986,0.000001750238,0.000007712399,0.0009647526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.209208,"threshold_uncertainty_score":0.3222133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738682771","doi":"10.2495/dne-v12-n4-407-417","title":"Urban sustainability: Co<sub>2</sub> uptake by green areas in the historic centre of Siena","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Urban sustainability; Geography; Environmental planning; Environmental science; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.009139046417446844,"gpt":0.2399999829403098,"spread":0.230860936522863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009045562,0.0000911925,0.0001188927,0.00009385097,0.00004354948,0.00002537584,0.0003440384,0.0001075061,0.00002627076],"category_scores_gemma":[0.0001765059,0.00006654186,0.00004954989,0.0001376127,0.0001210945,0.0002008306,0.00003064825,0.0003088942,0.00000374949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003798715,"about_ca_system_score_gemma":0.00004156629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004593086,"about_ca_topic_score_gemma":0.00007595415,"domain_scores_codex":[0.9988277,0.0001098967,0.0003140435,0.000119166,0.0005048456,0.0001243794],"domain_scores_gemma":[0.9992949,0.0001460486,0.0002868494,0.00008655465,0.0001429546,0.00004270702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001227153,0.0009426186,0.5798744,0.00003335442,0.0002648741,0.0001740915,0.01514998,0.00190898,0.03262034,0.001107885,0.2928124,0.07388394],"study_design_scores_gemma":[0.00535401,0.002432593,0.7638176,0.0003211962,0.0002865722,0.0009075243,0.003981779,0.09431285,0.009631678,0.03987447,0.07803632,0.001043378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949955,0.0003042266,0.002046069,0.001766449,0.000305226,0.0001037456,0.00001474128,0.00000342328,0.0004606585],"genre_scores_gemma":[0.9992518,0.00005227685,0.0002096492,0.0002203885,0.0001393867,7.095488e-7,0.0000110051,0.000005941211,0.0001087958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2147761,"threshold_uncertainty_score":0.2713498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288033848","doi":"10.18280/ijsdp.170427","title":"The Economic Evaluation of Projects as a Structuring Discipline of Learning Processes to Support Decision-Making in Sustainable Urban Transformations","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Structuring; Management science; Sustainability; Multiple-criteria decision analysis; Stakeholder; Process (computing); Process management; Decision analysis; Decision support system; Computer science; SWOT analysis; Engineering; Operations research; Business; Artificial intelligence; Management; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01943629300577896,"gpt":0.3017479559016699,"spread":0.2823116628958909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003181224,0.00007930172,0.000123662,0.0003377582,0.0003172126,0.00005438686,0.0002614478,0.00001766888,0.0001321974],"category_scores_gemma":[0.0006093843,0.00006689173,0.00002220113,0.0002527879,0.00002658392,0.0004238102,0.0001899128,0.0001569256,7.606466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009052221,"about_ca_system_score_gemma":0.0007049811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070267,"about_ca_topic_score_gemma":0.00001580114,"domain_scores_codex":[0.9982572,0.0000784612,0.0005675491,0.0001038942,0.0008065051,0.0001863815],"domain_scores_gemma":[0.9989797,0.0002533897,0.0004221167,0.00004059366,0.0002712107,0.00003293547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003803709,0.00003054202,0.1205134,0.00004058371,0.00004783133,0.00006305919,0.07224863,0.7905441,0.00006074718,0.0003790627,0.0003806082,0.01531103],"study_design_scores_gemma":[0.002895127,0.0008386268,0.2616413,0.0005482909,0.00008583952,0.0002590038,0.6709181,0.02873714,0.002748424,0.007308662,0.0235572,0.0004622652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975625,0.0001209305,0.0007136642,0.0001076368,0.00009069058,0.0002428135,0.000001371201,0.00000294656,0.001157463],"genre_scores_gemma":[0.9986969,0.000006617301,0.0008827175,0.00001070322,0.00002144377,0.00002358363,0.000007331843,0.000005903835,0.0003448601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.761807,"threshold_uncertainty_score":0.2727765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014367201","doi":"10.4028/www.scientific.net/amr.1073-1076.1418","title":"Evaluating Cultural Routes for a Network of Competitive Cities in the Mediterranean Sea: The Eastern Monasticism in Western Mediterranean Area","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mediterranean climate; Geography; Charter; Destiny (ISS module); Mediterranean sea; Natural (archaeology); Mediterranean area; History; Ethnology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.2003904455538816,"gpt":0.4197132523698447,"spread":0.2193228068159632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00677924,0.0001284016,0.0002274219,0.0000411359,0.0001739091,0.00007548266,0.0004836154,0.00005105714,0.00009821466],"category_scores_gemma":[0.0009468829,0.00007383939,0.00002772486,0.000251258,0.0003497695,0.0002071319,0.0001545006,0.0001757116,0.00002128099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008123168,"about_ca_system_score_gemma":0.00001291769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004530736,"about_ca_topic_score_gemma":0.00060904,"domain_scores_codex":[0.9968389,0.001217482,0.0003834606,0.0002646749,0.0008255816,0.0004698738],"domain_scores_gemma":[0.9973933,0.002150103,0.0001146745,0.0002517493,0.00005861154,0.00003154067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002731298,0.0003623184,0.2284241,0.0004262048,0.00005728614,0.0000162402,0.1305518,0.1560846,0.4234303,0.001734347,0.00353761,0.05264389],"study_design_scores_gemma":[0.008307338,0.003458192,0.598014,0.002369082,0.00006272361,0.00003011494,0.02931217,0.2723947,0.04727949,0.03272032,0.00499205,0.001059774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972617,0.00004836039,0.000267873,0.0006737708,0.000214328,0.0008788223,0.0000245748,0.000009642285,0.0006209023],"genre_scores_gemma":[0.9985521,0.00001228653,0.0005959884,0.00008719815,0.0002270222,0.000316677,0.00005696267,0.00001309934,0.0001386972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761508,"threshold_uncertainty_score":0.3011083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411164901","doi":"10.1016/j.landusepol.2025.107643","title":"Innovative planning for sustainable development: A win-win approach through conversion of negative into positive externalities","year":2025,"lang":"en","type":"article","venue":"Land Use Policy","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Externality; Sustainable development; Business; Win-win game; Environmental economics; Industrial organization; Environmental planning; Economics; Microeconomics; Political science; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.03223653949562331,"gpt":0.305198274930798,"spread":0.2729617354351747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919189,0.0001101029,0.0001465541,0.00009474156,0.0001898308,0.00003470966,0.0001049593,0.00005426457,0.00001471115],"category_scores_gemma":[0.0002286612,0.00009538553,0.00002341119,0.0005087168,0.00009909277,0.000376289,0.0001158827,0.00006577846,0.000004470264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431191,"about_ca_system_score_gemma":0.0001007958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598878,"about_ca_topic_score_gemma":0.000009759071,"domain_scores_codex":[0.9992285,0.00004915708,0.0001826987,0.0001917634,0.000128068,0.0002198407],"domain_scores_gemma":[0.9995488,0.0001712348,0.0001039833,0.00008892709,0.00006440513,0.000022632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006080535,0.0002568639,0.766238,0.0004017609,0.0002119575,0.000006714539,0.1924857,0.002792121,0.001143149,0.0234355,0.01124583,0.001174311],"study_design_scores_gemma":[0.0039089,0.000245758,0.872586,0.0003714639,0.00005792727,0.000003229157,0.01927936,0.005122474,0.06380454,0.01569278,0.01839472,0.0005328515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507225,0.00003257435,0.03732474,0.0001458885,0.00002339537,0.0004014564,0.00001444243,0.00002425777,0.01131079],"genre_scores_gemma":[0.9717783,0.000001817099,0.0171569,0.0003592449,0.00002555957,0.00004192767,0.00005784469,0.000007267992,0.01057112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1732064,"threshold_uncertainty_score":0.9975574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220852460","doi":"10.3390/urbansci6010024","title":"Toward Achieving Local Sustainable Development: Market-Based Instruments (MBIs) for Localizing UN Sustainable Development Goals","year":2022,"lang":"en","type":"article","venue":"Urban Science","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"George Cedric Metcalf Charitable Foundation","keywords":"Sustainable development; Categorization; Business; Environmental planning; Revenue; Sustainability; Environmental resource management; Process management; Environmental economics; Computer science; Political science; Economics; Geography; Artificial intelligence; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.02085760865218296,"gpt":0.2370637552114378,"spread":0.2162061465592549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004856153,0.0002704409,0.000216083,0.0002809508,0.003850256,0.0002421595,0.001106789,0.00004801356,0.001398341],"category_scores_gemma":[0.0002877848,0.0002841001,0.00005453576,0.001729698,0.000485298,0.0007919649,0.001199383,0.0002125512,0.0000625083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738078,"about_ca_system_score_gemma":0.001099663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166254,"about_ca_topic_score_gemma":0.000004895838,"domain_scores_codex":[0.9955215,0.0001147008,0.0004766038,0.0008958302,0.001539233,0.00145206],"domain_scores_gemma":[0.9989871,0.0001078637,0.0002099756,0.0003458105,0.00008072304,0.0002684773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008096922,0.001554391,0.5374914,0.0007143743,0.0000994462,0.0003309426,0.03959675,0.09918245,0.005687158,0.006456377,0.07714588,0.2309311],"study_design_scores_gemma":[0.002216099,0.0003295589,0.1023753,0.00005358998,0.00003341714,0.00002174294,0.02707202,0.06307839,0.02645092,0.0005185398,0.7765391,0.001311269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158203,0.00009469051,0.06878521,0.000272959,0.0002119891,0.001270934,0.000004760713,0.0001681102,0.01337104],"genre_scores_gemma":[0.9676839,4.625508e-7,0.016634,0.0004447712,0.00001581264,0.0003963569,0.00002459559,0.00002639671,0.01477369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6993933,"threshold_uncertainty_score":0.9999611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998801390","doi":"10.2139/ssrn.960193","title":"A Framework for Designing Sustainable Urban Communities","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Environmental planning; Urban design; Geography; Environmental resource management; Business; Urban planning; Engineering; Environmental science; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01603689497848877,"gpt":0.2516003820952072,"spread":0.2355634871167185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017036,0.00009367005,0.00008758594,0.00003868198,0.0005998072,0.00007752704,0.0001972832,0.00005980003,0.00009947117],"category_scores_gemma":[0.00004898859,0.00008663787,0.00005846533,0.0001150498,0.00005240613,0.0002031296,0.00003264662,0.0007581804,0.00003252309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009486,"about_ca_system_score_gemma":0.0001812532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009349615,"about_ca_topic_score_gemma":0.0003651335,"domain_scores_codex":[0.9979541,0.00007721262,0.000152427,0.00008414692,0.0001818078,0.001550278],"domain_scores_gemma":[0.9996073,0.0001376262,0.00009713312,0.0001079437,0.00001805578,0.00003192759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001091255,0.0001364797,0.1684961,0.00001070517,0.00005837252,0.000003726924,0.001811813,0.007531781,0.0005729519,0.7978325,0.01908692,0.004349568],"study_design_scores_gemma":[0.0003521737,0.0002897799,0.003408173,0.00001535195,0.00002851635,0.00007298629,0.008370973,0.001294726,0.0001542558,0.9771487,0.008704053,0.0001603781],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4140431,0.0008598708,0.5806698,0.0003522041,0.00006970608,0.0002037287,9.72199e-7,0.00004841811,0.003752203],"genre_scores_gemma":[0.9852284,0.00004400601,0.004975298,0.00006184859,0.0002016994,0.00001489275,0.000007933681,0.00001623447,0.009449749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5756945,"threshold_uncertainty_score":0.4613293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906319567","doi":"10.1162/rest_a_01154","title":"Gentrification and Pioneer Businesses","year":2022,"lang":"en","type":"preprint","venue":"The Review of Economics and Statistics","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Statistics Canada; Université du Québec à Montréal","funders":"","keywords":"Gentrification; Exploit; Scale (ratio); Economic geography; Consumption (sociology); Recreation; Geography; Business; Regional science; Demographic economics; Economic growth; Economics; Political science; Cartography; Sociology; Computer science; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.04060060817268096,"gpt":0.2707709601403115,"spread":0.2301703519676306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004866401,0.00007240588,0.0001666483,0.000008589421,0.00006676156,0.00001566915,0.0000898759,0.00002110808,0.0004299523],"category_scores_gemma":[0.00006276215,0.00005596623,0.0000134588,0.00002046047,0.0000758134,0.00001621114,0.0002619443,0.00008730899,0.000005618283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923483,"about_ca_system_score_gemma":0.00001505466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008767521,"about_ca_topic_score_gemma":0.000005389752,"domain_scores_codex":[0.9995101,0.00004564639,0.0002177121,0.0001390189,0.00003891723,0.00004862503],"domain_scores_gemma":[0.9994618,0.00009365584,0.0002413923,0.0001773237,0.000007300589,0.00001858552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003619358,0.0001738405,0.02166587,0.02461407,0.0002429996,0.000002106763,0.00193869,0.02960724,0.00003625187,0.09704226,0.154705,0.6699355],"study_design_scores_gemma":[0.0003491962,0.0001055223,0.2383517,0.002139602,0.0008590093,0.00002221198,0.0001164509,0.1019728,0.00001250886,0.07340995,0.5819197,0.000741318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5080055,0.4465774,0.02162486,0.007235978,0.001227777,0.003064635,0.004514528,0.00003438718,0.007714908],"genre_scores_gemma":[0.02361999,0.9677677,0.00758897,0.0003383344,0.00002595328,0.00003210227,0.0003364545,0.0000103903,0.0002801275],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6691942,"threshold_uncertainty_score":0.4707676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792387534","doi":"10.6000/1929-6002.2017.06.04.1","title":"Adaptive Models for the Energy Efficiency of Building Envelopes","year":2018,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.03091956264385946,"gpt":0.2692813255109247,"spread":0.2383617628670652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000616812,0.00008282671,0.0001561847,0.0004830577,0.0001391063,0.000007146954,0.0004126557,0.0001229863,0.00003641195],"category_scores_gemma":[0.0002182713,0.00006001946,0.00003775884,0.001758856,0.0003484569,0.0001709512,0.00008518912,0.00009260461,3.98481e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131892,"about_ca_system_score_gemma":0.00005637688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201401,"about_ca_topic_score_gemma":0.00032364,"domain_scores_codex":[0.9990011,0.00002140452,0.0005017912,0.0001176009,0.0001921606,0.0001659738],"domain_scores_gemma":[0.999022,0.0001405563,0.0004707082,0.0001798104,0.0001745044,0.00001239345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007488559,0.0001555394,0.003966571,0.000002368689,0.00005750026,0.000001860684,0.0001898967,0.7976497,0.05150526,0.09926422,0.01094497,0.03618726],"study_design_scores_gemma":[0.0010125,0.00108134,0.0009037463,0.0001137839,0.0000500798,0.00006944791,0.0006920347,0.4580699,0.2730915,0.2303539,0.03432472,0.0002370773],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1128059,0.0002116148,0.884357,0.000878482,0.0002147638,0.0000444978,0.000002597605,0.00001477455,0.001470367],"genre_scores_gemma":[0.96806,0.00003929267,0.03138751,0.00008690487,0.0000576823,0.00001509146,8.829479e-7,0.000007504933,0.0003451239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8552541,"threshold_uncertainty_score":0.2447523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408776445","doi":"10.1016/j.erss.2025.104026","title":"Integrating energy efficiency within housing systems: A systems approach to map retrofit decision-making among non-profit housing actors","year":2025,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Low income housing; Architectural engineering; Profit (economics); Business; Public housing; Environmental economics; Computer science; Microeconomics; Economics; Engineering; Economic growth","retraction":null,"screen_n_in":null,"score":{"opus":0.03743281982936541,"gpt":0.3459079765442676,"spread":0.3084751567149022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008485157,0.0003081086,0.0003831057,0.000746176,0.003924527,0.001357887,0.001635067,0.0002128889,0.00002895307],"category_scores_gemma":[0.001939379,0.0002720512,0.00008997042,0.006839123,0.001203308,0.000797399,0.001192918,0.000559317,0.00003921051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393238,"about_ca_system_score_gemma":0.0004860454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198969,"about_ca_topic_score_gemma":0.000299836,"domain_scores_codex":[0.9925854,0.0006230372,0.0006396847,0.001287579,0.003432421,0.001431878],"domain_scores_gemma":[0.9980956,0.0005962553,0.0002322385,0.0005088176,0.0002445801,0.0003225303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002845289,0.0004964689,0.2076551,0.0002665397,0.00009351746,0.00007384275,0.02658639,0.4837404,0.06798746,0.1022287,0.03445419,0.07613283],"study_design_scores_gemma":[0.0004331755,0.0002103215,0.026268,0.002297891,0.00002626311,0.000005850743,0.0158579,0.9482641,0.001883491,0.0008375921,0.002937313,0.0009780737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772784,0.0001678725,0.1493222,0.00007632411,0.001371377,0.0005044687,0.000009635436,0.0001844746,0.07108524],"genre_scores_gemma":[0.9962934,0.000002625815,0.001856474,0.00006540913,0.0002454734,0.0001499406,0.000006830978,0.00003096987,0.001348849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4645238,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W922078918","doi":"10.4000/articulo.2662","title":"L’approche Living Lab et l’aménagement des espaces ouverts agricoles. Un exemple en région métropolitaine de Montréal","year":2015,"lang":"fr","type":"article","venue":"Articulo – revue de sciences humaines","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04016555198734094,"gpt":0.2726955729959647,"spread":0.2325300210086237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005561292,0.0002980517,0.0002488157,0.000117631,0.000856943,0.0003375189,0.0005186374,0.0001263747,0.0003077181],"category_scores_gemma":[0.00122046,0.0002689576,0.00009589504,0.0007727334,0.001204988,0.0009197405,0.0003956684,0.0001869162,0.0003646161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071217,"about_ca_system_score_gemma":0.0001741131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008373527,"about_ca_topic_score_gemma":0.004127829,"domain_scores_codex":[0.9965292,0.0007765154,0.00037846,0.0006231659,0.000640031,0.00105258],"domain_scores_gemma":[0.9986179,0.0003922005,0.000196547,0.000286347,0.00005741137,0.0004495863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003626814,0.0006808973,0.6800621,0.0001818432,0.00006493094,0.00008178802,0.07515348,0.139317,0.009801318,0.01960762,0.06078587,0.01422684],"study_design_scores_gemma":[0.001054794,0.001420224,0.6080291,0.001033588,0.0002991377,0.0002775562,0.03570247,0.2403635,0.003710912,0.03826307,0.06847824,0.001367339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616411,0.003337472,0.006705995,0.01545823,0.0004817014,0.0003409553,0.000008757772,0.0001032243,0.01192255],"genre_scores_gemma":[0.969249,0.000265167,0.01948432,0.0004701859,0.0003078988,0.0000482367,0.000005852338,0.00001991845,0.01014942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010465,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610813368","doi":"10.2495/dne-v12-n3-271-280","title":"Sustainable actions for urban and territorial re-generation","year":2017,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Geography; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03048982013815984,"gpt":0.2998753340278278,"spread":0.269385513889668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446263,0.00006200033,0.0000743673,0.00005109243,0.000276002,0.0002326005,0.000172491,0.0001014259,0.00001657133],"category_scores_gemma":[0.0002700404,0.00005421088,0.00003088623,0.0000130381,0.00004544885,0.0005691155,0.0000447825,0.0001607066,8.490439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024975,"about_ca_system_score_gemma":0.00002045682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003793501,"about_ca_topic_score_gemma":0.00003929101,"domain_scores_codex":[0.9994523,0.00002002947,0.0001510117,0.00009410092,0.0001961654,0.00008638942],"domain_scores_gemma":[0.9994777,0.00006234397,0.0002549507,0.00006842843,0.0000901838,0.0000463991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003046824,0.0006135673,0.291592,0.00005853168,0.001034268,0.0002231352,0.005881676,0.02784884,0.06773356,0.02555528,0.4822776,0.09413471],"study_design_scores_gemma":[0.006330942,0.001459362,0.1675545,0.0001207134,0.0003234857,0.000392759,0.0009057798,0.5730251,0.002919471,0.03466514,0.2115619,0.0007409078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065926,0.0003181735,0.08082873,0.004693386,0.005643417,0.0003273705,0.0000349498,0.00001249543,0.001548873],"genre_scores_gemma":[0.9921463,0.0000576143,0.005435161,0.00007471712,0.001258204,0.000002668462,0.00001238919,0.000005818869,0.001007126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5451763,"threshold_uncertainty_score":0.2242972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883504687","doi":"10.1155/2018/6847030","title":"Multicriteria Spatial Decision Analysis for the Development of the Italian Minor Airport System","year":2018,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Sapienza Università di Roma","keywords":"Transport engineering; Aviation; Tourism; Charter; Air transport; Status quo; Air traffic control; Reservation; Popularity; Construct (python library); International airport; Operations research; Computer science; Business; Engineering; Geography; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02004745236504434,"gpt":0.2751110814049245,"spread":0.2550636290398801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004879665,0.00006410811,0.0001265662,0.0000414938,0.0001538239,0.000007632061,0.0001541349,0.00002628658,0.00004384353],"category_scores_gemma":[0.00003186844,0.00003537866,0.0001304681,0.000234025,0.0000544153,0.0001381299,0.000002901795,0.0000413212,0.000002498915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007501376,"about_ca_system_score_gemma":0.00002390754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002243035,"about_ca_topic_score_gemma":0.0009617908,"domain_scores_codex":[0.9989458,0.00001861975,0.0005172337,0.00008323418,0.0003563944,0.00007870148],"domain_scores_gemma":[0.9991688,0.00008596481,0.0005237744,0.0001085483,0.00008627003,0.00002666661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009409025,0.0001260152,0.6191107,0.00004668402,0.0004413553,0.000001716294,0.01985002,0.2234185,0.0404314,0.00002256725,0.0003431583,0.09526697],"study_design_scores_gemma":[0.0004238785,0.00007887481,0.985428,0.00004929689,0.0003352052,0.000001250703,0.0006997982,0.002801796,0.008838429,0.00002145211,0.001275392,0.00004662646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861909,0.00001246467,0.2132735,0.00003962289,0.0003186018,0.0001389769,0.000006557624,0.000002620985,0.00001682076],"genre_scores_gemma":[0.9630855,8.909686e-7,0.03680237,0.00001496254,0.0000544025,0.000004813519,0.000006233178,0.000004513733,0.00002626046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3663173,"threshold_uncertainty_score":0.14427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177856335","doi":"10.5539/jms.v11n2p111","title":"How to Manage the Components of Financial Sustainability in Local Governments","year":2021,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Finance; Revenue; Equity (law); Control (management); Autonomy; Debt service coverage ratio; Debt; Accounting; Economics; External debt; Political science; Management","retraction":null,"screen_n_in":null,"score":{"opus":0.01098026784666855,"gpt":0.2357750234729603,"spread":0.2247947556262917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00175451,0.0000956098,0.0001930183,0.00005844119,0.00007035588,0.00003980218,0.0001934889,0.00003693256,0.0000326913],"category_scores_gemma":[0.0005322938,0.00007078975,0.00006587106,0.000401495,0.000151315,0.000197207,0.0003477118,0.0001507546,6.875675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008698453,"about_ca_system_score_gemma":0.00003367996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008441779,"about_ca_topic_score_gemma":0.00005920315,"domain_scores_codex":[0.9985173,0.0002353074,0.0003414317,0.0001839579,0.0005205031,0.0002014507],"domain_scores_gemma":[0.9993601,0.00007747659,0.0001675727,0.0002234963,0.0001044151,0.00006688602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002356377,0.0003724051,0.9413897,0.0002353746,0.00002106603,0.0001538124,0.001184553,0.003830227,0.00001639323,0.0009175331,0.002205525,0.04943777],"study_design_scores_gemma":[0.0005212225,0.0001029559,0.9675121,0.00001657545,0.00002773422,0.000004527767,0.005810377,0.0004636342,0.0000509046,0.009968403,0.01545059,0.00007099409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880102,0.00006780538,0.004942541,0.005832168,0.00006692366,0.0003216182,0.000001397235,0.000002360622,0.0007549346],"genre_scores_gemma":[0.9981707,0.00001380196,0.0002276471,0.0001135235,0.00001476847,0.000004682875,9.121172e-7,0.000003507277,0.001450436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04936678,"threshold_uncertainty_score":0.2886722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998150257","doi":"10.2495/sdp-v7-n3-345-355","title":"Contribution of municipalities to the cities’ sustainable physiognomy. recording local’s opinions and perceptions. The case of kallithea","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Physiognomy; Perception; Environmental planning; Business; Geography; Environmental resource management; Psychology; Environmental science; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.02100909935823497,"gpt":0.2810380443515946,"spread":0.2600289449933597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530992,0.00008007156,0.0001198962,0.0001079634,0.0002738293,0.00004178084,0.0001573372,0.00002846671,0.00005385416],"category_scores_gemma":[0.0002182781,0.00005163695,0.00002727686,0.0001257686,0.0001195376,0.0003790351,0.0001643032,0.0001105706,0.000001047719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637276,"about_ca_system_score_gemma":0.00005019183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007292848,"about_ca_topic_score_gemma":0.000011382,"domain_scores_codex":[0.9990667,0.00007744636,0.0003382262,0.00006502426,0.0002412229,0.0002114221],"domain_scores_gemma":[0.999132,0.0002319968,0.0002500703,0.00005785571,0.000267798,0.00006031669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005883957,0.0002050911,0.4855751,0.0001489281,0.0005260655,0.0005858166,0.4072747,0.02111913,0.000438793,0.04022202,0.01562498,0.02769101],"study_design_scores_gemma":[0.0005793186,0.0001099076,0.195488,0.0001990152,0.00005080783,0.0008059835,0.7587819,0.0009008643,0.0007597473,0.001183072,0.04097245,0.0001689578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947058,0.0004382882,0.003454311,0.0007469523,0.0001259556,0.0001266322,0.000003357569,0.000002773385,0.000395912],"genre_scores_gemma":[0.9983505,0.00002391237,0.000608034,0.00006711367,0.00008362946,0.000006730557,0.000008040503,0.000004300966,0.000847716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515072,"threshold_uncertainty_score":0.2106101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388320584","doi":"10.1145/3600100.3623739","title":"RoboAuditor: Goal-Oriented Robotic System for Assessing Energy-intensive Indoor Appliance via Visual Language Models","year":2023,"lang":"en","type":"article","venue":"","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Relevance (law); Robot; Retrofitting; Audit; Efficient energy use; Artificial intelligence; Simulation; Real-time computing; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02366794404435018,"gpt":0.2861113920643306,"spread":0.2624434480199804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780369,0.0001496677,0.0001760012,0.00005205454,0.0001853181,0.00005525518,0.0001257889,0.0000810399,0.00005886554],"category_scores_gemma":[0.00003994443,0.0001327996,0.00006334089,0.0003618371,0.00004426016,0.0003217531,0.00008892498,0.00006614099,0.0003998044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313158,"about_ca_system_score_gemma":0.00001205798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712865,"about_ca_topic_score_gemma":0.00003775143,"domain_scores_codex":[0.9987007,0.00004484601,0.0002130057,0.0003733604,0.0003229,0.0003451533],"domain_scores_gemma":[0.9994994,0.0001118889,0.00009523115,0.0001738629,0.00003256087,0.00008705761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008608454,0.0001117804,0.01050207,0.0001307228,0.00007943917,0.00004566657,0.002527522,0.731934,0.1187555,0.0015377,0.1177367,0.01655282],"study_design_scores_gemma":[0.0003671595,0.00004267895,0.002101122,0.000045942,0.00002589387,0.000006023806,0.002375007,0.9893937,0.004974138,0.0001116459,0.0003622401,0.0001945124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1762701,0.0000254148,0.8186598,0.0001051911,0.0007466182,0.0003120882,0.000006841134,0.0005379679,0.003335944],"genre_scores_gemma":[0.9921791,0.000001015165,0.00252956,0.0001513494,0.0001939503,0.0001096342,0.0001013973,0.00002720188,0.004706774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8161303,"threshold_uncertainty_score":0.5415412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316775627","doi":"10.3384/ecp110572666","title":"The New Course of FITs Mechanism for PV Systems in Italy: Novelties, Strong Points and Criticalities","year":2011,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Renewable energy; Investment (military); Stock (firearms); Order (exchange); Government (linguistics); Architectural engineering; Greenhouse gas; Brick; Environmental economics; Engineering; Business; Economics; Civil engineering; Finance; Political science; Electrical engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04678482072037719,"gpt":0.2587560339272832,"spread":0.2119712132069061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664906,0.000126918,0.0001624683,0.00002778715,0.0001175191,0.00006511188,0.0001895794,0.00007400924,0.00002191681],"category_scores_gemma":[0.0001600429,0.0001010967,0.00002449502,0.00009566786,0.0001195445,0.0002005553,0.00006097089,0.0001600275,0.000003135458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009517829,"about_ca_system_score_gemma":0.0001023173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005983782,"about_ca_topic_score_gemma":0.0001368302,"domain_scores_codex":[0.9988818,0.00001015035,0.0002566272,0.0002412821,0.0001695723,0.0004405919],"domain_scores_gemma":[0.9996077,0.00009611734,0.0001078387,0.0000725624,0.00005514292,0.00006065883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008377075,0.0000531325,0.0155699,0.0001026609,0.00003008869,2.060197e-7,0.008220362,0.000003926627,0.004609828,0.9660315,0.0008073568,0.004487248],"study_design_scores_gemma":[0.003637675,0.00243839,0.05006342,0.001251697,0.0002261184,0.00005250497,0.02609037,0.2392924,0.03291367,0.6387724,0.003881675,0.001379608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871889,0.0006153462,0.006479558,0.0008469154,0.0001301589,0.0007464791,0.000008450417,0.00005880856,0.003925412],"genre_scores_gemma":[0.9988172,0.00005952676,0.0004044133,0.00002919655,0.00002664086,0.00004776467,0.000002274877,0.00001095511,0.0006020427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272591,"threshold_uncertainty_score":0.4122605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763903833","doi":"10.2495/sdp-v13-n2-237-245","title":"Adaptation strategy for the municipality of La Paz, Mexico: Multicriteria and cost-benefit analysis","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Environmental planning; Environmental resource management; Cost–benefit analysis; Environmental economics; Operations research; Welfare economics; Geography; Business; Environmental science; Economics; Engineering; Political science; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.05548418048053423,"gpt":0.3240158073120696,"spread":0.2685316268315354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059955,0.00006330833,0.0001040271,0.0001110997,0.0001233239,0.00006886571,0.0001269896,0.00003039361,0.00004311919],"category_scores_gemma":[0.0001267857,0.00004614272,0.00002795161,0.0001164404,0.00008782715,0.0002122307,0.00005420648,0.00005421568,3.742619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000593738,"about_ca_system_score_gemma":0.00003233201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001725623,"about_ca_topic_score_gemma":0.00002165892,"domain_scores_codex":[0.9992711,0.00002945126,0.0002752128,0.00008075061,0.000241757,0.0001017393],"domain_scores_gemma":[0.9991778,0.0002811493,0.000246606,0.00003710178,0.0002230314,0.00003428631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178264,0.0001220898,0.6991171,0.00004452905,0.002087929,0.00008888303,0.08451267,0.09361298,0.0009283689,0.003005309,0.001512607,0.1137892],"study_design_scores_gemma":[0.0009279813,0.0001227124,0.8747153,0.00005151473,0.0002121125,0.00002589275,0.03324812,0.0709069,0.001074947,0.0009175606,0.01766529,0.000131626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977501,0.0001641828,0.02164843,0.0001011552,0.00006958826,0.0000965931,0.000002715622,0.000002429418,0.0004139466],"genre_scores_gemma":[0.9954594,0.0000172317,0.004060503,0.00003400015,0.000044967,0.000004624657,0.000008762187,0.00000307928,0.0003673844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1755982,"threshold_uncertainty_score":0.1881645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391360649","doi":"10.18280/ijsdp.190103","title":"Urban Adaptability Evaluation and the ADI Framework: Pioneering Sustainable, Resilient, and Prosperous Cities","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Adaptability; Environmental planning; Sustainable development; Architectural engineering; Environmental resource management; Environmental science; Civil engineering; Engineering; Political science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01758960179813544,"gpt":0.2715773808159391,"spread":0.2539877790178036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024754,0.0001166197,0.000127228,0.0001435788,0.0002462112,0.0003938845,0.0001219569,0.00005314899,0.00005553547],"category_scores_gemma":[0.0005813254,0.00008282624,0.00002162444,0.0001273838,0.0001598095,0.0006019484,0.0001698486,0.0002333219,0.000001331711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933873,"about_ca_system_score_gemma":0.0001072846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000640937,"about_ca_topic_score_gemma":0.00000151215,"domain_scores_codex":[0.9986067,0.00008286926,0.0003225212,0.0001753849,0.0006022825,0.000210222],"domain_scores_gemma":[0.9992641,0.0003171682,0.0001186104,0.00004976424,0.0001869165,0.00006345788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446387,0.00007760787,0.608125,0.0004333321,0.0006075863,0.001682626,0.2303972,0.00812501,0.00009294585,0.05560901,0.0121609,0.08124241],"study_design_scores_gemma":[0.002714408,0.0001705505,0.6793557,0.0009577359,0.0001924622,0.0007116589,0.144932,0.05119112,0.0002513513,0.03438193,0.08458019,0.0005609006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898041,0.005321037,0.002595911,0.0006737253,0.0002201157,0.0002341673,6.768132e-7,0.00001536865,0.001134838],"genre_scores_gemma":[0.9964148,0.00007432693,0.001484873,0.00005082673,0.0001193084,0.00001414028,0.000004905511,0.000008035583,0.001828748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0854652,"threshold_uncertainty_score":0.3798238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063333890","doi":"10.5194/gh-66-13-2011","title":"Environmental standards and judgment processes in competitions for public buildings","year":2012,"lang":"en","type":"article","venue":"Geographica Helvetica","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Architectural engineering; Environmental ethics; Political science; Environmental planning; Engineering; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02035617614140783,"gpt":0.2484013760536037,"spread":0.2280451999121959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005655706,0.0001053746,0.00009872582,0.00008453196,0.0001697946,0.0000380177,0.00008184013,0.00005293833,0.0005550693],"category_scores_gemma":[0.00008309976,0.0001008103,0.00002861778,0.0002272727,0.0002300562,0.0002349587,0.00007319286,0.00007738284,0.00001765032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007612623,"about_ca_system_score_gemma":0.00001065763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002465553,"about_ca_topic_score_gemma":0.00003661075,"domain_scores_codex":[0.9989388,0.00002906251,0.0001508866,0.0002080695,0.0003052248,0.000367955],"domain_scores_gemma":[0.9996168,0.00008557437,0.00004041079,0.0001083898,0.000006067339,0.0001427279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001465278,0.0002331225,0.9930122,0.00002319223,0.000008073408,2.876696e-7,0.0005536934,0.000009902643,0.001240537,0.0007697542,0.001267891,0.00286664],"study_design_scores_gemma":[0.0006461949,0.0001530756,0.8073924,0.00002707728,0.00002876721,0.000009283112,0.0002695447,0.0001574335,0.0003380532,0.000973572,0.1897657,0.0002388386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954692,0.0004803403,0.0008188993,0.001154095,0.00005410663,0.0003532385,0.000115685,0.00003386555,0.001520532],"genre_scores_gemma":[0.9971583,0.0001363512,0.002316327,0.0001511404,0.00003017006,0.0001260038,0.00003457357,0.000009967093,0.00003711171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1884978,"threshold_uncertainty_score":0.6077619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109491675","doi":"","title":"Lessons from Corviale: from the critical factors of Public Housing Plans towards a methodology for urban regeneration","year":2019,"lang":"en","type":"article","venue":"Repositório do ISCTE-IUL","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"ISCTE – Instituto Universitário de Lisboa; Federation for the Humanities and Social Sciences; Università degli Studi Roma Tre","keywords":"Public housing; Urban regeneration; Urban planning; Stock (firearms); Right to the city; Public participation; Psychological intervention; Public space; Business; Political science; Public administration; Economic growth; Environmental planning; Civil engineering; Engineering; Geography; Architectural engineering; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.1869198156335906,"gpt":0.3570883412325609,"spread":0.1701685255989703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573574,0.000162305,0.0002778764,0.00003018072,0.0002024767,0.00009480843,0.0002639602,0.0001683115,0.000467226],"category_scores_gemma":[0.001658652,0.0001185172,0.0001066438,0.0001401967,0.0001374944,0.0002101556,0.00009926441,0.0001489246,0.0000466318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486805,"about_ca_system_score_gemma":0.00008570361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004182408,"about_ca_topic_score_gemma":0.0004788085,"domain_scores_codex":[0.9981229,0.0003884892,0.0003530999,0.0004467635,0.0003640881,0.0003246868],"domain_scores_gemma":[0.997681,0.001522228,0.0001745232,0.0004513638,0.00003812034,0.0001327422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007375907,0.0000999802,0.770998,0.000009857345,0.00008651461,0.00000249079,0.005333145,0.0005763118,0.2059282,0.001507127,0.01154036,0.003844231],"study_design_scores_gemma":[0.001262833,0.0004570961,0.7973334,0.0001103252,0.0003863147,0.00001121879,0.001549289,0.02111917,0.1568231,0.006201373,0.01407735,0.000668531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618297,0.000143926,0.03385385,0.00209798,0.0005649402,0.0003327618,0.0002543401,0.00004525528,0.0008772385],"genre_scores_gemma":[0.9897866,0.000005829329,0.00922158,0.0001981956,0.0001588598,0.00001811057,0.0002929253,0.00002138537,0.000296544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04910507,"threshold_uncertainty_score":0.6322578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1562830767","doi":"","title":"Local Development and Sustainable Periurban Agriculture: New Models and Approaches for Agricultural Land Conservation","year":2011,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Metropolitan area; Tourism; Business; Sustainable development; Government (linguistics); Agricultural land; Geography; Natural resource economics; Land use; Environmental planning; Economic geography; Economics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.05243211930021818,"gpt":0.2054184767958142,"spread":0.152986357495596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003301518,0.0002004704,0.0001872405,0.0000345387,0.0003290282,0.00005861426,0.00008982403,0.0001179182,0.0001403667],"category_scores_gemma":[0.00002556412,0.0001559606,0.00003219924,0.00008274854,0.000221954,0.0005189822,0.00008585035,0.00008937869,0.00002307145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786185,"about_ca_system_score_gemma":0.00006264148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006765864,"about_ca_topic_score_gemma":0.0003808841,"domain_scores_codex":[0.9988611,0.00003533493,0.0002381693,0.000395122,0.0001253499,0.0003449215],"domain_scores_gemma":[0.9995291,0.00005264808,0.0001114352,0.0001020481,0.00002027623,0.0001844631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004332672,0.00006032555,0.9658415,0.00003848369,0.00003947183,0.000002786721,0.006470697,0.0002504897,0.0001122383,0.003179298,0.02082708,0.003134286],"study_design_scores_gemma":[0.0009837319,0.0001139771,0.9789769,0.00002121132,0.00004982074,0.00007554446,0.002656535,0.005206011,0.0009676557,0.001147142,0.00935039,0.0004510728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839191,0.0003786288,0.007680081,0.000132201,0.00007977881,0.0004737301,0.000005632944,0.00005438658,0.007276479],"genre_scores_gemma":[0.9862149,0.000008009501,0.00808058,0.00009715829,0.00004355997,0.00006402306,0.00004310207,0.00001092198,0.005437693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313539,"threshold_uncertainty_score":0.6359888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2758039880","doi":"","title":"Le due crisi: crisi del capitalismo e crisi ambientale. Una soluzione sostenibile?","year":2015,"lang":"it","type":"article","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; McGill University","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.06529773736114607,"gpt":0.2993662400200209,"spread":0.2340685026588749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.03327726,0.002090842,0.001700524,0.004251341,0.005818198,0.04369246,0.01618795,0.0010554,0.003535978],"category_scores_gemma":[0.0115944,0.002120795,0.0005379011,0.03137755,0.02786408,0.1203226,0.00625361,0.002791275,0.004172448],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008875194,"about_ca_system_score_gemma":0.02104135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04548429,"about_ca_topic_score_gemma":0.001301157,"domain_scores_codex":[0.9648721,0.0005658069,0.003026381,0.007525274,0.016664,0.007346414],"domain_scores_gemma":[0.983064,0.0003246434,0.002035174,0.004792108,0.003841072,0.005943009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002328059,0.002687286,0.04066039,0.0001056045,0.00009921581,0.0002254785,0.0187015,0.01107178,0.02490171,0.006663714,0.8822701,0.01238043],"study_design_scores_gemma":[0.02648476,0.006668434,0.3334103,0.00169114,0.00103696,0.002732543,0.2390599,0.106836,0.02867191,0.024671,0.2072787,0.02145835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540655,0.0007268275,0.002298949,0.03043974,0.02427983,0.003073508,0.0002305592,0.001007706,0.1838773],"genre_scores_gemma":[0.982721,0.0000126734,0.006370954,0.004050275,0.000803478,0.0001061321,0.0002122407,0.0001982605,0.005524928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6749914,"threshold_uncertainty_score":0.9995093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601407346","doi":"10.1400/24193","title":"Sezione III. Il contesto extraeuropeo : Capitolo 7. Content-based Description of Multi-dimensional Objects using an Invariant Representation of an Associated Riemannian Space","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Invariant (physics); Representation (politics); Computer science; Content (measure theory); Space (punctuation); Computer graphics (images); Mathematics; Mathematical analysis; Mathematical physics; Political science; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.1252113296172992,"gpt":0.2902216993297591,"spread":0.1650103697124598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004795308,0.0001243868,0.0002040166,0.00006451282,0.0001045792,0.00001604929,0.0001092192,0.00008087447,0.0001681148],"category_scores_gemma":[0.0002125693,0.0001240871,0.00004584892,0.0002399712,0.0001426206,0.0004211378,0.0000284677,0.00009272715,0.00001031987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681875,"about_ca_system_score_gemma":0.00005779796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004328131,"about_ca_topic_score_gemma":0.0008901743,"domain_scores_codex":[0.998491,0.0002506105,0.0003292586,0.0002985256,0.0004513482,0.000179206],"domain_scores_gemma":[0.9992092,0.00004354747,0.000334359,0.0002333502,0.00007716165,0.0001023741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000936876,0.0005551949,0.02507597,0.000004852108,0.00001198582,0.000008221868,0.001285863,0.05556122,0.9171628,0.00002725408,0.00003645519,0.0001764287],"study_design_scores_gemma":[0.003934355,0.0005159511,0.4079447,0.000120476,0.0000731608,0.000009644587,0.000802621,0.2895198,0.2965987,0.0002560034,0.000002741871,0.0002218381],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948491,0.000007729586,0.00446015,0.00006692527,0.00008922109,0.0002571225,0.00002227127,0.00003826708,0.0002091942],"genre_scores_gemma":[0.979951,5.56691e-7,0.01975384,0.00005953464,0.00001373293,0.000004503995,0.0001142735,0.00001511665,0.00008741349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6205642,"threshold_uncertainty_score":0.6542868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946220611","doi":"10.5539/jms.v9n1p141","title":"Redefining the New Public Management and Effects of Indicators: Sustainable Healthcare Mobility","year":2019,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Identification (biology); Multivariate statistics; Index (typography); Public health; Welfare; Population; Health care; Regression analysis; Public economics; Econometrics; Economics; Business; Computer science; Economic growth; Mathematics; Medicine; Statistics; Environmental health","retraction":null,"screen_n_in":null,"score":{"opus":0.007563499571807372,"gpt":0.2354136305193123,"spread":0.2278501309475049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002588615,0.0001183782,0.0002146572,0.000128058,0.000140325,0.00006129935,0.0002063878,0.0000464353,0.00005078608],"category_scores_gemma":[0.0001330544,0.00008165972,0.00005602019,0.0003429508,0.000142082,0.0003081499,0.0003830296,0.0001764347,0.00000165778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024834,"about_ca_system_score_gemma":0.00003972337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001448963,"about_ca_topic_score_gemma":0.000004947183,"domain_scores_codex":[0.9984692,0.0002167827,0.0003816262,0.0002203638,0.0004306748,0.0002813883],"domain_scores_gemma":[0.9990698,0.000149573,0.0003220582,0.0002841504,0.00005157065,0.000122902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008521927,0.0001157945,0.9462509,0.001753786,0.0000735586,0.00002309268,0.001244435,0.000113275,0.000001435294,0.009684247,0.00351728,0.03713702],"study_design_scores_gemma":[0.0008540619,0.0003562017,0.9481815,0.00004375295,0.00007963962,0.000005312809,0.009942442,0.0001311544,0.00001449868,0.02160294,0.0186899,0.00009861169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912385,0.0008335506,0.0004166926,0.003157463,0.00006855027,0.0008711754,2.423725e-7,0.000008156927,0.003405693],"genre_scores_gemma":[0.9959638,0.0001486781,0.0003295664,0.0001050817,0.00001621165,0.00000647183,6.547339e-7,0.000005711413,0.003423799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03703841,"threshold_uncertainty_score":0.3329987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154484545","doi":"","title":"Social Value Toolkit for Architecture: Guidance on evaluating the social value impact on people and communities delivered by a project","year":2020,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Value (mathematics); Architecture; Social impact; Sociology; Computer science; Public relations; Political science; Geography; Population","retraction":null,"screen_n_in":null,"score":{"opus":0.3120158716450918,"gpt":0.4664840057179779,"spread":0.1544681340728861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002683186,0.0001870905,0.0002034932,0.00004785262,0.002006473,0.0001692965,0.0004749803,0.00008449463,0.0000746511],"category_scores_gemma":[0.0007331403,0.0001349531,0.0001000588,0.000388515,0.0003681294,0.0001062823,0.0002472187,0.0006445798,0.0000625597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213797,"about_ca_system_score_gemma":0.0001025625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295527,"about_ca_topic_score_gemma":0.00006614054,"domain_scores_codex":[0.9963572,0.001310187,0.0002059613,0.0003411637,0.001272941,0.0005125528],"domain_scores_gemma":[0.9983909,0.001199285,0.00008302144,0.0001921704,0.00005158813,0.00008302168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003105988,0.0002442187,0.006607676,0.00007591108,0.00008268043,0.000002769617,0.252524,0.004575539,0.006182609,0.0004326905,0.6767137,0.0494522],"study_design_scores_gemma":[0.009441272,0.02657006,0.2602998,0.0003378789,0.00018136,0.00002269784,0.07978651,0.5696381,0.003863456,0.01014168,0.03745637,0.002260874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896702,0.00009643103,0.0003474904,0.007487226,0.00002657594,0.001117369,0.0001170436,0.00004565674,0.001092057],"genre_scores_gemma":[0.9983422,0.000008853633,0.0002543846,0.0004961282,0.0002627073,0.0003033448,0.00008713261,0.00003313883,0.0002120812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392573,"threshold_uncertainty_score":0.9992928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2298636352","doi":"10.14288/1.0089027","title":"Transferable development rights : a policy analysis of a planning instrument and its application in Vancouver","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Urban Planning and Valuation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental planning; Political science; Business; Public administration; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01037856122377528,"gpt":0.1915607209610741,"spread":0.1811821597372988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001372558,0.00002411757,0.0001426441,0.00008650389,0.00008187642,0.000008840778,0.00008269711,0.00003956415,0.00004219702],"category_scores_gemma":[0.00000350484,0.00007203101,0.00002736769,0.0006033384,0.00003609993,0.0001532837,0.00001961124,0.00003894461,0.000002175172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132789,"about_ca_system_score_gemma":0.00001766487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08428059,"about_ca_topic_score_gemma":0.3713899,"domain_scores_codex":[0.9994348,0.0000206115,0.00009852327,0.0001840191,0.0001598637,0.0001021534],"domain_scores_gemma":[0.999815,0.000009698634,0.00005617489,0.00006742278,0.0000103822,0.00004130335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002036284,0.000229997,0.4026786,0.00001784767,0.00008710604,0.00001291383,0.004318835,0.004394426,0.002204494,0.00000440153,0.0004446986,0.5855863],"study_design_scores_gemma":[0.0003896317,0.0000335507,0.9919465,0.00003252558,0.00005083576,9.930269e-7,0.0001694828,0.006978999,0.00001366013,0.0001354677,0.0001764386,0.00007192828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977916,0.00002329048,0.0005911298,0.00002914042,0.000005888,0.0001195371,0.00000931403,0.000009260333,0.001420855],"genre_scores_gemma":[0.999387,0.000006941093,0.0004161625,0.00001353475,0.000001936044,3.690187e-7,0.00001094126,0.000001392721,0.0001617198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5892678,"threshold_uncertainty_score":0.9218172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}