{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":71,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":71,"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","author_layer_release":"2026-06-26"},"query_hash":"7750d38d14ee","filters":{"venue":"Environment and Planning B Planning and Design"}},"results":[{"id":"W1977539327","doi":"10.1068/b3317t","title":"Collecting Social Network Data to Study Social Activity-Travel Behavior: An Egocentric Approach","year":2007,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":261,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Social network (sociolinguistics); Dimension (graph theory); Travel behavior; Data collection; Context (archaeology); Key (lock); Social heuristics; Social relation; Social learning; Psychology; Computer science; Data science; Social psychology; Cognitive psychology; Social change; Social media; Sociology; Social competence; World Wide Web; Geography; Knowledge management; Engineering; Social science; Political science","authors":[{"name":"Juan Antonio Carrasco","is_ca":true},{"name":"Bernie Hogan","is_ca":true},{"name":"Barry Wellman","is_ca":true},{"name":"Eric J. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1729691610875957,"gpt":0.3641715171006188,"spread":0.1912023560130231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008534613,0.0004858331,0.0005051223,0.006862192,0.001479849,0.001798372,0.001231567,0.000612924,0.001046602],"category_scores_gemma":[0.02369152,0.0004442448,0.0003975896,0.006614945,0.0008500378,0.002859282,0.002438052,0.0007795414,0.0003432193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268307,"about_ca_system_score_gemma":0.002334002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235549,"about_ca_topic_score_gemma":0.01421843,"domain_scores_codex":[0.9871773,0.009768167,0.0006736667,0.0009035959,0.001291248,0.0001860908],"domain_scores_gemma":[0.9727203,0.01496181,0.002946216,0.005817841,0.003062447,0.0004913063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003087789,0.001226936,0.4705392,0.001839691,0.0005458409,0.000518309,0.03054743,0.01849262,0.01057386,0.09727177,0.006833329,0.3613024],"study_design_scores_gemma":[0.0001910662,0.00124335,0.4167617,0.000960634,0.0005432065,0.001502007,0.06631041,0.1691495,0.01914277,0.1299624,0.1938739,0.0003591122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.302123,0.0004923326,0.6720992,0.001381107,0.00007058492,0.004028211,0.008506591,0.0002233974,0.01107555],"genre_scores_gemma":[0.5304605,0.0004931915,0.455622,0.0002778951,0.000070069,0.005516854,0.005876364,0.00005812704,0.001624878],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008534613,"threshold_uncertainty_score":0.04513586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150422410","doi":"10.1068/b3165","title":"Types of Gated Communities","year":2004,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":243,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Typology; Context (archaeology); Phenomenon; Field (mathematics); Sociology; Political science; Epistemology; Geography","authors":[{"name":"Jill L. Grant","is_ca":true},{"name":"Lindsey Mittelsteadt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05261020207770542,"gpt":0.2609177965823954,"spread":0.20830759450469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740517,0.0004385376,0.0004569011,0.002709014,0.007456993,0.005955147,0.001841495,0.001676212,0.0167355],"category_scores_gemma":[0.006630863,0.0004135906,0.0006501014,0.003798021,0.007767475,0.00750712,0.01141557,0.001351833,0.001283417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127573,"about_ca_system_score_gemma":0.002452973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297011,"about_ca_topic_score_gemma":0.00722465,"domain_scores_codex":[0.9947526,0.001510132,0.0002815745,0.0007631998,0.001373622,0.001318802],"domain_scores_gemma":[0.9960737,0.0009565388,0.0005618235,0.0009220112,0.0006244422,0.0008614944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007135724,0.00005035186,0.01255183,0.0002261349,0.00001892794,0.001094072,0.02126151,0.0009280571,0.0005669289,0.9111409,0.006375046,0.04571479],"study_design_scores_gemma":[0.0000504996,0.0001337443,0.01473494,0.0007319687,0.00004695392,0.00429683,0.07821557,0.003906772,0.0008572247,0.5185766,0.3783464,0.0001026261],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3257644,0.00160021,0.06530235,0.002818076,0.0003802756,0.0006434533,0.0006264431,0.0003113378,0.6025534],"genre_scores_gemma":[0.9629315,0.0005279426,0.007488207,0.0002938695,0.00004018044,0.0003108042,0.0002852938,0.00006409638,0.02805823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0167355,"threshold_uncertainty_score":0.05598581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045004238","doi":"10.1068/b38185","title":"Mapping Bikeability: A Spatial Tool to Support Sustainable Travel","year":2013,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Victoria; Simon Fraser University","funders":"","keywords":"Geospatial analysis; Transport engineering; Weighting; Geographic information system; Index (typography); Built environment; Sustainable transport; Computer science; Empirical research; Geography; Cartography; Sustainability; Engineering; Civil engineering","authors":[{"name":"Meghan Winters","is_ca":true},{"name":"Michael Bräuer","is_ca":true},{"name":"Eleanor Setton","is_ca":true},{"name":"Kay Teschke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03403581683333595,"gpt":0.2592066503804494,"spread":0.2251708335471135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787255,0.0008592972,0.0004345879,0.01013651,0.0006425829,0.002933472,0.0007188647,0.0004727595,0.01068196],"category_scores_gemma":[0.01027765,0.0003703019,0.0005187431,0.00922102,0.0004690505,0.002764091,0.003398469,0.0006500042,0.001756651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007289363,"about_ca_system_score_gemma":0.001519785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106908,"about_ca_topic_score_gemma":0.03640503,"domain_scores_codex":[0.9986915,0.0003953123,0.000139766,0.0001845652,0.0005020354,0.00008683817],"domain_scores_gemma":[0.9964933,0.001318297,0.0004468089,0.0004457311,0.001065334,0.0002305912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003878357,0.0002760646,0.1531737,0.001911765,0.0003437745,0.0004026483,0.01393525,0.03204349,0.01416127,0.03021816,0.03972835,0.7134178],"study_design_scores_gemma":[0.0001272727,0.0004534025,0.3659093,0.001058828,0.0002915447,0.0009218158,0.02753148,0.1613781,0.01743545,0.0476298,0.3767954,0.0004675971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2987962,0.0009249081,0.552677,0.001309925,0.0001837563,0.001472705,0.06629028,0.01549959,0.06284559],"genre_scores_gemma":[0.4756121,0.0006080841,0.4981347,0.00006530444,0.0000359838,0.001134502,0.01837356,0.0009303907,0.005105385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02106908,"threshold_uncertainty_score":0.04189289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122737845","doi":"10.1068/b3098","title":"Colonist Household Decisionmaking and Land-Use Change in the Amazon Rainforest: An Agent-Based Simulation","year":2004,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Amazon rainforest; Subsistence agriculture; Land use; Land cover; Frontier; Agriculture; Quality (philosophy); Geography; Environmental resource management; Environmental planning; Agroforestry; Economics; Environmental science; Ecology; Engineering; Civil engineering","authors":[{"name":"Peter Deadman","is_ca":true},{"name":"Derek T. Robinson","is_ca":false},{"name":"Emilio F. Morán","is_ca":false},{"name":"Eduardo S. Brondízio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09644845310854133,"gpt":0.2735424341421198,"spread":0.1770939810335785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005549005,0.0004441883,0.0006634576,0.0004332838,0.0008645118,0.001358559,0.001130833,0.001321857,0.003791697],"category_scores_gemma":[0.001922867,0.0003629546,0.000628624,0.0005336407,0.0007632905,0.0008994914,0.0009572209,0.0008425525,0.0001837981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013631,"about_ca_system_score_gemma":0.001706457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06925784,"about_ca_topic_score_gemma":0.05282853,"domain_scores_codex":[0.9997852,0.0001082267,0.000007482158,0.00002834572,0.000021661,0.00004896366],"domain_scores_gemma":[0.9989613,0.0007024304,0.00008672373,0.00003191206,0.00007628363,0.0001413086],"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":[0.00006804722,0.00006936293,0.002600109,0.00001290192,0.0000214362,0.00009160091,0.00009581135,0.9913163,0.000130338,0.004405526,0.0002054088,0.0009831459],"study_design_scores_gemma":[0.00005499713,0.00003761228,0.0004384281,0.000004747843,0.00001093704,0.00001009172,0.00009567678,0.9980107,0.00005268608,0.0008124752,0.0004656368,0.000006075062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337596,0.0001473113,0.04190353,0.001031583,0.00004544422,0.0002119845,0.0007960519,0.0001020461,0.0220024],"genre_scores_gemma":[0.9860045,0.0001264257,0.009889416,0.00006071011,0.000008302138,0.000179978,0.0001978733,0.00001156905,0.003521203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06925784,"threshold_uncertainty_score":0.1377094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064940547","doi":"10.1068/b32098","title":"A GIS-Based Irregular Cellular Automata Model of Land-Use Change","year":2007,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subdivision; Cellular automaton; Computer science; Grid; Land use, land-use change and forestry; Land use; Scale (ratio); Asynchronous communication; Population; Geography; Cartography; Civil engineering; Telecommunications; Algorithm; Engineering","authors":[{"name":"Daniel Stevens","is_ca":true},{"name":"Suzana Dragićević","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05945518406660878,"gpt":0.229108338138435,"spread":0.1696531540718262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002073472,0.0003613431,0.0004291829,0.0004602173,0.0005629738,0.001237931,0.001278171,0.0008213393,0.003293141],"category_scores_gemma":[0.001397872,0.0002864278,0.0005878869,0.0008386932,0.0007601593,0.000970785,0.0005278871,0.0005734576,0.0004224137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583459,"about_ca_system_score_gemma":0.001289293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06341396,"about_ca_topic_score_gemma":0.04218298,"domain_scores_codex":[0.9998373,0.00003861419,0.00001025532,0.00005263824,0.00004020152,0.00002104975],"domain_scores_gemma":[0.9995843,0.0001977126,0.00003955888,0.00005228091,0.00009112711,0.00003506662],"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":[0.00001489889,0.00001362399,0.000943572,0.00001506527,0.000009321194,0.00005690999,0.0000653477,0.9746201,0.0006783531,0.01962827,0.0004275096,0.003526961],"study_design_scores_gemma":[0.00000390058,0.000004660527,0.0001300842,0.000001763742,0.000003952503,0.00001178571,0.00001460625,0.9954353,0.00009285893,0.003348451,0.000948963,0.000003707742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1577864,0.0002280608,0.8054004,0.0008560205,0.0001579903,0.0001217463,0.001797754,0.0008729502,0.03277884],"genre_scores_gemma":[0.9065018,0.0002617906,0.08158872,0.00006106959,0.00002573339,0.000206729,0.0005402507,0.00007278557,0.01074123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06341396,"threshold_uncertainty_score":0.1260898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992673415","doi":"10.1068/b31163","title":"Exploration of Spatial Scale Sensitivity in Geographic Cellular Automata","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Cellular automaton; Neighbourhood (mathematics); Scale (ratio); Spatial ecology; Spatial contextual awareness; Context (archaeology); Land cover; Sensitivity (control systems); Computer science; Geography; Statistical physics; Mathematics; Cartography; Algorithm; Land use; Artificial intelligence; Physics; Ecology; Biology","authors":[{"name":"André Ménard","is_ca":true},{"name":"Danielle J. Marceau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02200472466934814,"gpt":0.2087827014921802,"spread":0.1867779768228321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003054454,0.0006364723,0.0007876825,0.001288795,0.0006555882,0.001478933,0.0007297272,0.001090619,0.0007567818],"category_scores_gemma":[0.02337493,0.0006304546,0.001025713,0.0007331591,0.00184305,0.001672104,0.001239455,0.0009584748,0.00004859617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927584,"about_ca_system_score_gemma":0.0006651126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068274,"about_ca_topic_score_gemma":0.004399156,"domain_scores_codex":[0.998621,0.0009079292,0.00004908364,0.0001538632,0.0001627866,0.0001054776],"domain_scores_gemma":[0.9755638,0.02222831,0.0009458531,0.0006310458,0.000441477,0.00018947],"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":[0.00002670574,0.00001154675,0.003002511,0.00002629045,0.00004326567,0.0000421709,0.0000824103,0.986265,0.0004947866,0.008192623,0.00007145204,0.001741137],"study_design_scores_gemma":[0.00000297726,0.00000984542,0.0004016196,0.000004329963,0.000006410547,0.000009807814,0.00001756042,0.993435,0.0001187471,0.00591727,0.00007094303,0.000005380439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8086727,0.000929589,0.1811672,0.001076485,0.00004477359,0.0001012237,0.0002305434,0.0003290144,0.007448562],"genre_scores_gemma":[0.9949023,0.0001198529,0.004728579,0.00002623004,0.000007354016,0.00002081951,0.00003427368,0.0000142415,0.0001464263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068274,"threshold_uncertainty_score":0.02124113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072482601","doi":"10.1068/b3320t","title":"A Discrete-Choice Approach to Modeling Social Influence on Individual Decision Making","year":2008,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Discrete choice; Multinomial logistic regression; Computer science; Multinomial distribution; Action (physics); Position (finance); Management science; Microeconomics; Econometrics; Economics; Machine learning","authors":[{"name":"Antonio Páez","is_ca":true},{"name":"Darren M. Scott","is_ca":true},{"name":"Erik Volz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07703939032949278,"gpt":0.2686667085520077,"spread":0.191627318222515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003701565,0.001136328,0.00154366,0.001254998,0.0009163612,0.002150832,0.002361614,0.002423357,0.01018057],"category_scores_gemma":[0.009254629,0.0005708272,0.001538313,0.001634119,0.001958376,0.002086911,0.001077999,0.002589726,0.0009930757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442958,"about_ca_system_score_gemma":0.001752513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00925431,"about_ca_topic_score_gemma":0.008427593,"domain_scores_codex":[0.9959669,0.00289881,0.00008945942,0.0003910812,0.000406019,0.0002477244],"domain_scores_gemma":[0.9928896,0.005967495,0.0004145159,0.0001949897,0.0002578394,0.0002755324],"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":[0.0001002892,0.0002821962,0.002736847,0.0001333429,0.0001793986,0.0002500614,0.0004268952,0.5230605,0.0004297938,0.4565612,0.001192279,0.01464722],"study_design_scores_gemma":[0.00007794859,0.0001285355,0.0005236189,0.00002207945,0.00004641867,0.00004413072,0.000104812,0.8404183,0.0001160922,0.1552122,0.003279559,0.00002626953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04593658,0.0007468896,0.9238117,0.00300999,0.0002244146,0.0003265766,0.000579749,0.0001051251,0.02525912],"genre_scores_gemma":[0.8444291,0.001698093,0.1339764,0.000450245,0.0003294358,0.001101245,0.0002792757,0.00003558633,0.0177006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01018057,"threshold_uncertainty_score":0.03405738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118592544","doi":"10.1068/b120043p","title":"A Review of Urban Residential Choice Models Using Agent-Based Modeling","year":2013,"lang":"en","type":"review","venue":"Environment and Planning B Planning and Design","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Agent-based model; Computer science; Bidding; Land use; Urbanization; Relocation; Robustness (evolution); Process (computing); Management science; Operations research; Data science; Artificial intelligence; Economics; Engineering; Microeconomics","authors":[{"name":"Qingxu Huang","is_ca":false},{"name":"Dawn C. Parker","is_ca":true},{"name":"Tatiana Filatova","is_ca":false},{"name":"Shipeng Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2040602310213226,"gpt":0.2846843269348696,"spread":0.08062409591354697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009939526,0.001437792,0.001472785,0.002053966,0.0004277788,0.001804966,0.002097833,0.001267951,0.004822489],"category_scores_gemma":[0.001857782,0.0007520459,0.001626682,0.004642952,0.00047892,0.001934688,0.0008044389,0.001432037,0.002025233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337258,"about_ca_system_score_gemma":0.001538293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006014407,"about_ca_topic_score_gemma":0.005094994,"domain_scores_codex":[0.9995455,0.0001586404,0.00005760113,0.00007242723,0.0001394741,0.00002632651],"domain_scores_gemma":[0.9991762,0.0005577454,0.00006110159,0.00003901122,0.000141662,0.00002429994],"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":[0.00005959487,0.0002164304,0.002013411,0.01914409,0.0003840664,0.00055313,0.0003496814,0.1129674,0.0009646878,0.2310538,0.0617543,0.5705395],"study_design_scores_gemma":[0.00001750848,0.0001000551,0.001992399,0.005166417,0.0002786632,0.0005248865,0.0001993515,0.07264918,0.0005010339,0.08484767,0.8336132,0.0001097136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002757574,0.8752412,0.08898278,0.003194184,0.001003303,0.000129623,0.0007837051,0.0002509173,0.02765678],"genre_scores_gemma":[0.01973167,0.9465607,0.02635737,0.0006294242,0.0007456424,0.0001566782,0.0007185536,0.00006326703,0.005036517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006014407,"threshold_uncertainty_score":0.01613283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966621010","doi":"10.1068/b3023","title":"The Impact of Surrounding Land Use and Vegetation on Single-Family House Prices","year":2004,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Zoning; Land use; Vegetation (pathology); Spatial analysis; Geography; Built environment; Externality; Spatial heterogeneity; Environmental resource management; Econometrics; Environmental science; Remote sensing; Economics; Civil engineering; Ecology","authors":[{"name":"Yan Kestens","is_ca":true},{"name":"Marius Thériault","is_ca":true},{"name":"François Des Rosiers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0756351511499351,"gpt":0.2292951604783534,"spread":0.1536600093284183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006474476,0.0003036229,0.0003224101,0.0004455288,0.0002944536,0.00135068,0.0005056635,0.0003038061,0.006510974],"category_scores_gemma":[0.003479209,0.0001641635,0.0005383993,0.0008011112,0.0006771687,0.0006598734,0.000467396,0.0004692189,0.0003797283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972107,"about_ca_system_score_gemma":0.0008259546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1623646,"about_ca_topic_score_gemma":0.2891286,"domain_scores_codex":[0.9996136,0.0001187303,0.00001309658,0.0000628212,0.00009687051,0.00009486804],"domain_scores_gemma":[0.9968778,0.001751865,0.0006336361,0.0001488862,0.0002396568,0.0003480865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004686983,0.0001611459,0.95904,0.00004038153,0.0002929491,0.000518965,0.0002461967,0.01997695,0.002248977,0.00159376,0.0001733471,0.01523859],"study_design_scores_gemma":[0.000002623831,0.00007138366,0.9909971,0.000002386584,0.00003526095,0.0000357042,0.0002173582,0.007920668,0.0002549027,0.0002639147,0.0001921972,0.000006554848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977609,0.00009377752,0.0004581936,0.00003819017,0.000001952774,0.00000546063,0.0001907474,0.000004651699,0.001446122],"genre_scores_gemma":[0.9989807,0.00004575494,0.0001164705,0.000004848706,0.000002847845,0.000001651858,0.000145977,0.000002726511,0.0006989838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1623646,"threshold_uncertainty_score":0.322839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057698388","doi":"10.1068/b1283","title":"Measuring the Public Costs and Benefits of Brownfield versus Greenfield Development in the Greater Toronto Area","year":2002,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Brownfield; Redevelopment; Business; Environmental planning; Cost–benefit analysis; Social benefits; Greenfield project; Environmental economics; Environmental resource management; Economics; Engineering; Civil engineering; Environmental science; Political science; Quality (philosophy)","authors":[{"name":"Christopher De Sousa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1711893299315936,"gpt":0.2735504286863429,"spread":0.1023610987547493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062174,0.0002773384,0.0002077075,0.001380203,0.001358669,0.001343858,0.0004726658,0.0004108989,0.00183941],"category_scores_gemma":[0.00790988,0.0001590894,0.0003860284,0.002032706,0.001196691,0.000962716,0.001044976,0.0003987428,0.00005307903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0303255,"about_ca_system_score_gemma":0.01033697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6263883,"about_ca_topic_score_gemma":0.8574103,"domain_scores_codex":[0.9964944,0.001905406,0.00008593725,0.0001324956,0.0008570196,0.000524918],"domain_scores_gemma":[0.9964719,0.002045025,0.0005247745,0.000146659,0.0005553274,0.0002562757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266054,0.0006208073,0.6469171,0.000589194,0.0004588354,0.001303189,0.01101256,0.1830465,0.003770157,0.0295708,0.00297005,0.1184746],"study_design_scores_gemma":[0.0001298438,0.001022648,0.8797435,0.0001975389,0.0004064187,0.0002033795,0.04613023,0.05130663,0.004203875,0.005870507,0.01067906,0.0001064144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934655,0.0001343195,0.0004178485,0.0002859343,0.000002424881,0.00005417669,0.0002086771,0.000004555293,0.005426721],"genre_scores_gemma":[0.9989234,0.0001198888,0.0004173329,0.00001373753,0.000001202948,0.00001681027,0.00007187609,0.00000100317,0.0004348001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3736117,"threshold_uncertainty_score":0.751624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2306853734","doi":"10.1177/0265813515617659","title":"Non-stop equity: Assessing daily intersections between transit accessibility and social disparity across the Greater Toronto and Hamilton Area (GTHA)","year":2015,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Disadvantaged; Equity (law); Public transport; Decile; Social equality; Transportation planning; Business; Economic growth; Public economics; Geography; Demographic economics; Transport engineering; Economics; Political science; Engineering","authors":[{"name":"Ahmed El-Geneidy","is_ca":true},{"name":"Ron Buliung","is_ca":true},{"name":"Ehab Diab","is_ca":true},{"name":"Dea van Lierop","is_ca":true},{"name":"Myriam Langlois","is_ca":true},{"name":"Alexander Legrain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1379732648761443,"gpt":0.3625683185944044,"spread":0.2245950537182601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009285269,0.0002817672,0.0001432685,0.001381763,0.0007559241,0.0009547267,0.0005569431,0.0002851472,0.001590982],"category_scores_gemma":[0.003675225,0.0001119932,0.0004327732,0.001528203,0.0004958825,0.0005468664,0.001100983,0.0002871764,0.0001042285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004613451,"about_ca_system_score_gemma":0.003197671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6535859,"about_ca_topic_score_gemma":0.798945,"domain_scores_codex":[0.9994385,0.0001233708,0.00004317734,0.00006836043,0.000231211,0.00009543093],"domain_scores_gemma":[0.9984093,0.0003171474,0.0004098621,0.00008293845,0.0004909086,0.0002897742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006615814,0.00003665148,0.9919863,0.00001819502,0.00004658906,0.00003187012,0.0006713157,0.0002184551,0.00008591493,0.0002033148,0.0003248189,0.006310428],"study_design_scores_gemma":[0.000002184732,0.00003910935,0.9977538,0.000009414995,0.00001295308,0.00001629513,0.001256438,0.000513797,0.00005448412,0.00007177713,0.0002665293,0.000003346353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964986,0.00009550614,0.0003283367,0.00006448392,0.000004421591,0.0000590354,0.0007904142,0.000005943249,0.002153239],"genre_scores_gemma":[0.9990712,0.00002656716,0.0002536117,0.000006938909,0.000002170627,0.00002324096,0.0003488862,9.372183e-7,0.0002664723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3464141,"threshold_uncertainty_score":0.6969084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076632875","doi":"10.1068/b130131p","title":"Road network circuity in metropolitan areas","year":2015,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Metropolitan area; TRIPS architecture; Geography; Function (biology); Transport engineering; Economic geography; Business; Engineering","authors":[{"name":"David J Giacomin","is_ca":false},{"name":"David Levinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04062989738691274,"gpt":0.21431616362787,"spread":0.1736862662409572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290199,0.0002146694,0.000209387,0.004083326,0.0004237916,0.001229154,0.0003956116,0.0002894055,0.003041155],"category_scores_gemma":[0.004872117,0.0001399912,0.0002581122,0.007540408,0.0007699193,0.001746519,0.001343062,0.0003030563,0.0002635593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785465,"about_ca_system_score_gemma":0.0005551735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02962323,"about_ca_topic_score_gemma":0.03781971,"domain_scores_codex":[0.999217,0.0001749325,0.00005746288,0.0001965078,0.0002239817,0.0001301344],"domain_scores_gemma":[0.9980605,0.0004384274,0.0006794743,0.0001239667,0.0005737435,0.0001239162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000199238,0.00004212022,0.762562,0.0002860941,0.0002210042,0.0003362411,0.00261241,0.05996367,0.001252623,0.0421025,0.009036693,0.1213854],"study_design_scores_gemma":[0.00001513216,0.0001499756,0.8823233,0.0001203193,0.00007904041,0.000704198,0.005078077,0.04296833,0.0009689061,0.01223708,0.05530217,0.00005360519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413888,0.002230497,0.02236735,0.0002552235,0.00003031573,0.0001121361,0.005694017,0.0001490996,0.02777259],"genre_scores_gemma":[0.9937218,0.0004805858,0.002645981,0.00001724525,0.00001089548,0.00005451006,0.001420647,0.00001758959,0.001630716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962323,"threshold_uncertainty_score":0.05890155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025828342","doi":"10.1068/b34084","title":"Evaluating Community Engagement through Argumentation Maps—A Public Participation GIS Case Study","year":2008,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Neighbourhood (mathematics); Argumentation theory; Downtown; Civic engagement; Public relations; Public participation; Public engagement; Community engagement; Sociology; Geography; Politics; Political science","authors":[{"name":"Claus Rinner","is_ca":true},{"name":"Michelle Bird","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4537635663240681,"gpt":0.4123322036443468,"spread":0.04143136267972131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01946582,0.0006660752,0.0005019621,0.002244262,0.006719192,0.004805395,0.001890406,0.002566964,0.002816552],"category_scores_gemma":[0.02772263,0.0003701609,0.0004517975,0.002348527,0.003478621,0.004388533,0.005787162,0.001254911,0.0004437405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609232,"about_ca_system_score_gemma":0.001888271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534675,"about_ca_topic_score_gemma":0.004576486,"domain_scores_codex":[0.9730483,0.02319936,0.0003983555,0.0005926599,0.001725943,0.001035418],"domain_scores_gemma":[0.9667822,0.0260768,0.001674672,0.001685672,0.002500624,0.001280191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008015924,0.002351129,0.0302222,0.0004520681,0.00005739334,0.006122082,0.8411236,0.003229607,0.00522527,0.01212832,0.002401089,0.09588564],"study_design_scores_gemma":[0.0001701795,0.001581345,0.01852076,0.0002489366,0.00007294514,0.001549225,0.9033513,0.01209584,0.007949001,0.008531043,0.04582485,0.0001045205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981629,0.00005108344,0.005260545,0.0004852943,0.00001596875,0.0002888537,0.00005055392,0.00004553294,0.01217315],"genre_scores_gemma":[0.993292,0.00005740218,0.005132372,0.00003448948,0.00001155051,0.0002470779,0.00003767249,0.00001925046,0.001168237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946582,"threshold_uncertainty_score":0.1029463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065144694","doi":"10.1068/b36044","title":"A Geographical Approach to Identifying Vegetation-Related Environmental Equity in Canadian Cities","year":2010,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Vegetation (pathology); Equity (law); Akaike information criterion; Census; Socioeconomic status; Physical geography; Regional science; Cartography; Statistics; Demography; Population; Political science; Sociology; Mathematics","authors":[{"name":"Thoreau Rory Tooke","is_ca":true},{"name":"Brian Klinkenberg","is_ca":true},{"name":"Nicholas C. Coops","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02813617787823579,"gpt":0.2436205563735097,"spread":0.2154843784952739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000923203,0.0002997089,0.0002782049,0.00784297,0.002020548,0.00171992,0.0008934921,0.0001990013,0.001581002],"category_scores_gemma":[0.005504054,0.0001605691,0.0003721939,0.0116434,0.0008826391,0.0005534387,0.001508256,0.0002576795,0.00005806735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01257478,"about_ca_system_score_gemma":0.009002612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585595,"about_ca_topic_score_gemma":0.9783111,"domain_scores_codex":[0.9992363,0.0001996067,0.00003881051,0.0001129783,0.0002779571,0.0001343102],"domain_scores_gemma":[0.9985842,0.0004174181,0.0002032049,0.00007965894,0.000625782,0.00008975028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009560052,0.00003300748,0.7981983,0.0001792665,0.0001793495,0.0003382807,0.003582035,0.03513463,0.001261395,0.03120242,0.002355955,0.1274398],"study_design_scores_gemma":[0.000005414892,0.00001855578,0.9532393,0.00006128463,0.00007542655,0.0001131061,0.006118834,0.02939459,0.0003977246,0.004446896,0.006091716,0.00003720619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556648,0.001307625,0.01523786,0.0006255414,0.00001448363,0.0001289155,0.002676435,0.00007196789,0.02427231],"genre_scores_gemma":[0.9921296,0.000223028,0.006705233,0.00001344962,0.000005121606,0.00002626496,0.0003478669,0.000006857611,0.0005425073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04144055,"threshold_uncertainty_score":0.09123683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998807797","doi":"10.1068/b33047","title":"Land-Use-Change Modeling Using Unbalanced Support-Vector Machines","year":2008,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Support vector machine; Computer science; Land use; Land use, land-use change and forestry; Relation (database); Data mining; Machine learning; Population; Artificial intelligence; Engineering; Civil engineering","authors":[{"name":"Bo Huang","is_ca":false},{"name":"Chenglin Xie","is_ca":false},{"name":"Richard Tay","is_ca":true},{"name":"Bo Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09913176830800575,"gpt":0.2458987786968352,"spread":0.1467670103888294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052581,0.0004510216,0.0005314456,0.0006550658,0.0002664311,0.0006977491,0.0006261098,0.0005423896,0.0007211603],"category_scores_gemma":[0.004337756,0.0002085672,0.0003852509,0.0006744469,0.0002889704,0.001355024,0.0004265863,0.0005340728,0.0001938661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004935627,"about_ca_system_score_gemma":0.000323267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005291148,"about_ca_topic_score_gemma":0.005180949,"domain_scores_codex":[0.9994267,0.000216872,0.00003916506,0.0001055981,0.0001591296,0.00005245895],"domain_scores_gemma":[0.9987032,0.0006944655,0.0001971694,0.0001376299,0.0002239754,0.0000435458],"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":[0.00006591774,0.00004869001,0.007686659,0.00001760302,0.00003301382,0.00005219906,0.00004179072,0.9566961,0.001214852,0.002620045,0.0003936885,0.03112948],"study_design_scores_gemma":[9.319481e-7,0.000005086671,0.0005136189,6.178198e-7,0.000001344769,0.000004231492,0.000004055192,0.9979837,0.0001783108,0.001182155,0.0001244282,0.000001468612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1613024,0.0001026256,0.8361472,0.0001947251,0.00003367355,0.00004726867,0.0003401888,0.0004182861,0.001413537],"genre_scores_gemma":[0.9319252,0.00008390881,0.06641767,0.00002447206,0.0000254987,0.0000768469,0.0005517791,0.00002208068,0.0008725319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005291148,"threshold_uncertainty_score":0.0105207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988255621","doi":"10.1068/b3506ged","title":"Social Networks, Choices, Mobility, and Travel","year":2008,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Social mobility; Economic geography; Sociology; Geography; Social science","authors":[{"name":"Elenna Dugundji","is_ca":false},{"name":"Antonio Páez","is_ca":true},{"name":"Theo Arentze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06575066463463371,"gpt":0.2842935947620938,"spread":0.2185429301274601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007821636,0.0002527324,0.0002182163,0.0009480435,0.00119354,0.00255506,0.0002960435,0.0008366179,0.009554611],"category_scores_gemma":[0.003768956,0.0001517849,0.0001897514,0.001987691,0.003019637,0.002643435,0.001241754,0.0006058334,0.0003260082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029837,"about_ca_system_score_gemma":0.0006486056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312465,"about_ca_topic_score_gemma":0.01883505,"domain_scores_codex":[0.9993498,0.0004084559,0.00002327693,0.00006342276,0.00007402401,0.00008107634],"domain_scores_gemma":[0.9967533,0.00193155,0.0005801689,0.0000879006,0.0001190522,0.0005279818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007207592,0.0007277892,0.4081823,0.0006890432,0.0004138916,0.0009614966,0.03975002,0.008146136,0.0004286326,0.4243759,0.009107546,0.1064965],"study_design_scores_gemma":[0.00009334218,0.0002691126,0.3654547,0.0004687972,0.0001595511,0.001061482,0.0816313,0.00775298,0.0001929831,0.4853293,0.05749195,0.00009455485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819321,0.006053279,0.003622698,0.0115522,0.0001174467,0.00004005856,0.0006749054,0.00002069258,0.09598655],"genre_scores_gemma":[0.9965842,0.001111644,0.0002474578,0.0000654605,0.0000321981,0.00001208286,0.00004614422,0.000002607983,0.001898178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312465,"threshold_uncertainty_score":0.03196341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078820497","doi":"10.1068/b33093","title":"VecGCA: A Vector-Based Geographic Cellular Automata Model Allowing Geometric Transformations of Objects","year":2008,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; University of Calgary","funders":"","keywords":"Cellular automaton; Polygon (computer graphics); Raster graphics; Raster data; Computer science; Representation (politics); Geographic information system; Object (grammar); Vector map; Transformation (genetics); Geometric modeling; Algorithm; Theoretical computer science; Geography; Cartography; Mathematics; Artificial intelligence; Geometry; Frame (networking)","authors":[{"name":"Niandry Moreno","is_ca":true},{"name":"André Ménard","is_ca":true},{"name":"Danielle J. Marceau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02836896031501135,"gpt":0.2033172445770535,"spread":0.1749482842620421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195706,0.0006338515,0.0007290582,0.0006371366,0.0005731687,0.001356751,0.001834584,0.0009312832,0.002794215],"category_scores_gemma":[0.0008846392,0.000343121,0.0009257733,0.0009697043,0.0006715853,0.0008617411,0.0006751466,0.0006588274,0.0005781449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614665,"about_ca_system_score_gemma":0.001893501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1187798,"about_ca_topic_score_gemma":0.08741657,"domain_scores_codex":[0.9997666,0.0000483544,0.00001687688,0.00006809537,0.00007051699,0.00002946088],"domain_scores_gemma":[0.9996172,0.000120245,0.0000517036,0.00004584334,0.000137877,0.00002707596],"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":[0.00001918956,0.00001023713,0.001015991,0.00003203024,0.00002361041,0.00008960992,0.00005302684,0.9733192,0.001365228,0.01322712,0.001253641,0.009591142],"study_design_scores_gemma":[0.000005587847,0.000009560304,0.0001662227,0.000004641204,0.00000860459,0.00003165803,0.00001086886,0.9933361,0.0002149841,0.002878555,0.003325863,0.000007485157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05704658,0.0007942238,0.9139867,0.0005057627,0.000223492,0.0001735906,0.003120615,0.002783311,0.0213658],"genre_scores_gemma":[0.7928581,0.001006346,0.1859799,0.0001824978,0.00006003624,0.0005597432,0.002305683,0.0002026747,0.01684498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1187798,"threshold_uncertainty_score":0.2361769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999293714","doi":"10.1068/b12844","title":"Neighbourhood Land Use and Performance: The Evolution of Neighbourhood Morphology over the 20th Century","year":2003,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Neighbourhood (mathematics); Economic geography; Geography; Diversification (marketing strategy); Land use; Urban planning; Urban morphology; Land-use planning; Environmental planning; Ecology; Business; Biology; Mathematics","authors":[{"name":"Pierre Filion","is_ca":true},{"name":"Karen Hammond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01500109331020179,"gpt":0.1813352022387989,"spread":0.1663341089285971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007680206,0.0001006685,0.0002477976,0.001107013,0.0008549197,0.001996279,0.0004457263,0.0004068604,0.002428697],"category_scores_gemma":[0.004038388,0.0001466238,0.0001862462,0.001806245,0.001920897,0.001568304,0.001667894,0.000319357,0.0002581966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436463,"about_ca_system_score_gemma":0.0003525317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530741,"about_ca_topic_score_gemma":0.04042071,"domain_scores_codex":[0.9995278,0.0001200915,0.00003165408,0.00011869,0.00009960772,0.0001021082],"domain_scores_gemma":[0.9990388,0.000168046,0.0003283726,0.00009739137,0.000224193,0.0001432914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004261895,0.0000732472,0.8508892,0.0001355325,0.0001339027,0.0009654993,0.05982714,0.002764794,0.002990378,0.01587923,0.0006306504,0.06528424],"study_design_scores_gemma":[0.000002044201,0.00004480012,0.989861,0.00001526849,0.000009842396,0.0002752864,0.00480483,0.0002581333,0.000149427,0.0008014219,0.00376835,0.00000953804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944558,0.0004474472,0.0001783967,0.00009153075,0.000003491878,0.000002593617,0.00008174911,0.000002899925,0.004736272],"genre_scores_gemma":[0.9992629,0.0001689824,0.000110676,0.000003816814,0.000002790487,0.000001587847,0.00005182722,0.000002894649,0.000394659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01530741,"threshold_uncertainty_score":0.03043658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001769806","doi":"10.1068/b36090","title":"Measuring Urban Sprawl, Coalescence, and Dispersal: A Case Study of Pordenone, Italy","year":2011,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Urban sprawl; Geography; Economic geography; Population; Environmental planning; Land use; Cartography; Population growth; Regional science; Demography; Civil engineering; Engineering; Sociology","authors":[{"name":"Federico Martellozzo","is_ca":true},{"name":"Keith Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0665892244694706,"gpt":0.2199888397988694,"spread":0.1533996153293988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062372,0.0004835789,0.0003454078,0.001359151,0.0007735975,0.0008361673,0.0009172654,0.0007127845,0.001055],"category_scores_gemma":[0.003844355,0.0002813621,0.0004383221,0.002771999,0.001097211,0.0006799349,0.0009228275,0.0004641582,0.0001411841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346032,"about_ca_system_score_gemma":0.0007863258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07559497,"about_ca_topic_score_gemma":0.1478541,"domain_scores_codex":[0.9991888,0.0004777097,0.00003435825,0.0001110023,0.00006612168,0.0001220814],"domain_scores_gemma":[0.9980269,0.00119809,0.0003098146,0.0001951926,0.0001526347,0.0001173496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000537905,0.001477598,0.8323308,0.0005218344,0.0002376665,0.02942238,0.04544603,0.02060526,0.002381526,0.002627125,0.00337533,0.06103654],"study_design_scores_gemma":[0.00005909356,0.0004494,0.9497705,0.00008322703,0.000079645,0.002474573,0.02417352,0.01611097,0.0006978623,0.0006968607,0.005353533,0.00005074832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979504,0.0000951785,0.0003548301,0.00008797368,0.000002878094,0.00004669588,0.0001324632,0.000007495655,0.001322181],"genre_scores_gemma":[0.9979331,0.0001774891,0.001082541,0.00001781088,0.000008241612,0.00004312032,0.0002377816,0.000007545932,0.0004922202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07559497,"threshold_uncertainty_score":0.1503099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059255840","doi":"10.1068/b38160","title":"Real-Geographic-Scenario-Based Virtual Social Environments: Integrating Geography with Social Research","year":2013,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Metaverse; Virtuality (gaming); Data science; Rigour; Computer science; Virtual reality; Human–computer interaction; Artificial intelligence","authors":[{"name":"Min Chen","is_ca":false},{"name":"Hui Lin","is_ca":false},{"name":"Mingyuan Hu","is_ca":false},{"name":"Li He","is_ca":true},{"name":"Chunxiao Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0567521527377484,"gpt":0.2790202514426372,"spread":0.2222680987048888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01065492,0.0008818406,0.0005038927,0.004446568,0.002905811,0.01240713,0.002167858,0.002240891,0.003499429],"category_scores_gemma":[0.01374333,0.000860735,0.0009309811,0.003683621,0.01466738,0.02333298,0.01636921,0.001699564,0.0005072578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932625,"about_ca_system_score_gemma":0.003349607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679197,"about_ca_topic_score_gemma":0.002970115,"domain_scores_codex":[0.9875372,0.0107609,0.0003677707,0.0005259671,0.000521074,0.0002871706],"domain_scores_gemma":[0.9843022,0.009987066,0.001005086,0.00250756,0.0006063788,0.001591711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005205236,0.0001564623,0.00586997,0.0006837043,0.00006585547,0.0007039122,0.03238074,0.008789398,0.001157001,0.8245788,0.00312387,0.1224382],"study_design_scores_gemma":[0.00005586525,0.0002224018,0.005073757,0.0008640157,0.0000792521,0.001134551,0.0419035,0.02156135,0.001063673,0.7204573,0.2074308,0.0001536376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07844476,0.005278869,0.7865846,0.02272529,0.0006787028,0.0006669785,0.0002256896,0.0009008569,0.1044943],"genre_scores_gemma":[0.661642,0.003187654,0.3302879,0.0007140051,0.000242251,0.000675871,0.0001466798,0.0001186886,0.00298511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01240713,"threshold_uncertainty_score":0.05634934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093827399","doi":"10.1068/b36030","title":"The Relationship between Net Energy Use and the Urban Density of Solar Buildings","year":2010,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Concordia University","funders":"","keywords":"Solar energy; Energy density; Energy (signal processing); Zero-energy building; Net energy; Environmental science; Engineering physics; Engineering; Mathematics; Electrical engineering; Statistics","authors":[{"name":"William O’Brien","is_ca":true},{"name":"Christopher Kennedy","is_ca":true},{"name":"Andreas Athienitis","is_ca":true},{"name":"Ted Kesik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02410818453543701,"gpt":0.1922564316807897,"spread":0.1681482471453527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302855,0.00009408182,0.00009629248,0.0003770931,0.0001453311,0.0005160012,0.0001486253,0.0001105923,0.001940326],"category_scores_gemma":[0.002095134,0.0001330374,0.0001105735,0.000634334,0.00039064,0.000301332,0.0002352731,0.0001381784,0.0001815583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237754,"about_ca_system_score_gemma":0.0001809917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01858996,"about_ca_topic_score_gemma":0.04474243,"domain_scores_codex":[0.9998419,0.00004721797,0.00001034911,0.00002021238,0.00005585502,0.0000243443],"domain_scores_gemma":[0.9984755,0.000813709,0.0002655414,0.00009098976,0.0002538155,0.0001004512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006740767,0.00001644456,0.9858972,0.00002316633,0.00006107887,0.00008919911,0.0001760447,0.005141077,0.001198368,0.001052702,0.0001351675,0.006142064],"study_design_scores_gemma":[0.000001033397,0.00002464631,0.996788,0.000003086413,0.00001310535,0.00008744729,0.0002186144,0.001886889,0.0003713762,0.0002264825,0.0003763309,0.000003064948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954834,0.0001753052,0.0009088859,0.00005375055,0.000001914696,0.000003447183,0.0002183899,0.000006279795,0.003148711],"genre_scores_gemma":[0.999387,0.00005846252,0.0001122398,0.000002429945,0.000001583127,0.000001256476,0.00007704845,0.000001145819,0.0003588496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858996,"threshold_uncertainty_score":0.03696352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964443423","doi":"10.1068/b31103","title":"Improving Governance Arrangements in Support of Sustainable Cities","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Incentive; Context (archaeology); Business; Sustainable development; Quality (philosophy); Economic system; Political science; Economics; Market economy; Finance","authors":[{"name":"Ellen van Bueren","is_ca":true},{"name":"Ernst ten Heuvelhof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04772463152318319,"gpt":0.3178452323919707,"spread":0.2701206008687875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01233476,0.0003005447,0.0002849879,0.001588719,0.004082335,0.008325265,0.001334336,0.001675314,0.005949969],"category_scores_gemma":[0.0279895,0.0004364113,0.0003502025,0.002483454,0.005903075,0.006912583,0.007821708,0.001542524,0.0008258829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009142443,"about_ca_system_score_gemma":0.01077094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973396,"about_ca_topic_score_gemma":0.00781988,"domain_scores_codex":[0.9871835,0.00852703,0.0006790466,0.000830211,0.001121186,0.001659175],"domain_scores_gemma":[0.984628,0.004763943,0.003172063,0.002340401,0.002938959,0.002156537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006518885,0.0002112703,0.02000829,0.000363227,0.00005852018,0.0003195933,0.01248287,0.03092206,0.001633795,0.8028085,0.00725001,0.1238768],"study_design_scores_gemma":[0.000238729,0.0004702739,0.03857048,0.0009672825,0.0001453315,0.00024579,0.03152885,0.02247595,0.004214518,0.5965132,0.3044596,0.00017003],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5002537,0.00244979,0.1071915,0.04407569,0.0005342897,0.001009423,0.0001237012,0.0005444874,0.3438174],"genre_scores_gemma":[0.9807524,0.0005628821,0.01157348,0.0004695348,0.00004474369,0.0001533683,0.00004364306,0.00003521843,0.0063646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233476,"threshold_uncertainty_score":0.06633335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076633309","doi":"10.1068/b12813","title":"Urban Settlement Transitions","year":2002,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Los Alamos National Laboratory","keywords":"Cellular automaton; Computer science; Statistical physics; Universality (dynamical systems); Theoretical computer science; Artificial intelligence; Physics","authors":[{"name":"Claes Andersson","is_ca":false},{"name":"Steen Rasmussen","is_ca":false},{"name":"Roger White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03025857585267995,"gpt":0.2047279033264426,"spread":0.1744693274737626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703569,0.0001283018,0.0001611398,0.0004967554,0.0007704966,0.001159546,0.000345416,0.0004041402,0.01283837],"category_scores_gemma":[0.001680452,0.0001243177,0.0002981835,0.0004479553,0.0006270721,0.0008509755,0.001026894,0.000378179,0.0008125756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079216,"about_ca_system_score_gemma":0.0004493377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356483,"about_ca_topic_score_gemma":0.003096142,"domain_scores_codex":[0.9997547,0.00006168438,0.00001063441,0.0000496814,0.00004786757,0.00007543981],"domain_scores_gemma":[0.9997647,0.00006315191,0.00002975462,0.00004193549,0.00004498074,0.00005549133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000109885,0.0001049546,0.01651837,0.00008151661,0.00002473764,0.0005162278,0.002008187,0.06581026,0.003568639,0.8570901,0.01037454,0.04379264],"study_design_scores_gemma":[0.00005001432,0.000108142,0.04825669,0.0000597522,0.00002150531,0.001013323,0.0043926,0.1383304,0.00279215,0.6783784,0.126555,0.00004200922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6934764,0.0002955742,0.03524651,0.001485329,0.00008275022,0.0001132989,0.001047975,0.0003546725,0.2678975],"genre_scores_gemma":[0.9935576,0.00005244445,0.001475837,0.00003229708,0.000004375077,0.00001919539,0.0001753824,0.0000191732,0.004663743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283837,"threshold_uncertainty_score":0.0429486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994370925","doi":"10.1068/b31193","title":"Modeling Enrollment in the Conservation Reserve Program by Using Agents within Spatial Decision Support Systems: An Example from Southern Illinois","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Watershed; Bounded rationality; Discrete choice; Computer science; Land use; Environmental resource management; Rational planning model; Spatial analysis; Geographic information system; Decision support system; Operations research; Empirical research; Environmental economics; Economics; Ecology; Geography; Artificial intelligence; Engineering; Machine learning; Mathematics","authors":[{"name":"Raja Sengupta","is_ca":true},{"name":"Christopher L. Lant","is_ca":false},{"name":"Steven E. Kraft","is_ca":false},{"name":"Jeffrey Beaulieu","is_ca":false},{"name":"William Peterson","is_ca":false},{"name":"Timothy Loftus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2447731698599836,"gpt":0.3599216411065451,"spread":0.1151484712465615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001304169,0.0003292958,0.0003211446,0.0005943479,0.001178643,0.001461691,0.0008485807,0.001197152,0.003176166],"category_scores_gemma":[0.002756956,0.0002280579,0.0004236002,0.0009397652,0.0009935271,0.0009518724,0.0009104039,0.0008300099,0.0001675305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289168,"about_ca_system_score_gemma":0.002000878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1673397,"about_ca_topic_score_gemma":0.222464,"domain_scores_codex":[0.999509,0.0002964422,0.00001553228,0.00005548639,0.00006099582,0.00006257008],"domain_scores_gemma":[0.997068,0.002223035,0.00014883,0.00007222519,0.0003203416,0.0001676845],"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":[0.0003458367,0.000568251,0.05601141,0.00004979505,0.0000644914,0.0007876513,0.001454369,0.8886738,0.001017894,0.03607043,0.002358506,0.01259755],"study_design_scores_gemma":[0.00009852889,0.000123244,0.006074652,0.00001344647,0.00003316971,0.00004103741,0.001031017,0.9808285,0.0003426085,0.007612076,0.003772981,0.00002881845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670758,0.0001301106,0.01781407,0.001346713,0.00001429407,0.00008163008,0.0001566469,0.00008080912,0.01329988],"genre_scores_gemma":[0.9843465,0.000122969,0.01024276,0.0000708075,0.00000687034,0.00009438412,0.0001475244,0.00001095072,0.004957203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673397,"threshold_uncertainty_score":0.3327314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078309401","doi":"10.1068/b12970","title":"A GIS-based Decision Support System for Neighbourhood Greening","year":2003,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Neighbourhood (mathematics); Greening; Environmental planning; Naturalization; Geography; Space (punctuation); Land use; Environmental resource management; Business; Transport engineering; Computer science; Civil engineering; Sociology; Political science; Engineering; Environmental science","authors":[{"name":"Todd A. Randall","is_ca":true},{"name":"Cameron J. Churchill","is_ca":true},{"name":"Brian W. Baetz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03757338212524162,"gpt":0.2545661033506637,"spread":0.216992721225422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288221,0.001286993,0.001353316,0.002118244,0.001098733,0.003410563,0.002830209,0.001824519,0.02268913],"category_scores_gemma":[0.005998106,0.0007092063,0.0007799779,0.002031509,0.0006287735,0.002500652,0.001772263,0.001445363,0.00505203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205149,"about_ca_system_score_gemma":0.001540622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350001,"about_ca_topic_score_gemma":0.006447754,"domain_scores_codex":[0.9990854,0.000227618,0.0001491068,0.0001791308,0.0003008288,0.00005788756],"domain_scores_gemma":[0.9973489,0.001478137,0.0001365003,0.0002679336,0.000513503,0.0002550071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001313144,0.0008167687,0.006012476,0.001606991,0.0004132818,0.001846612,0.001446095,0.2641752,0.01339279,0.02818084,0.1156202,0.5651755],"study_design_scores_gemma":[0.0004757798,0.0002014905,0.001416836,0.0002231867,0.0001209707,0.000383367,0.000411056,0.8524629,0.007186827,0.0276344,0.1092827,0.0002004445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01449365,0.0002469118,0.8644381,0.0007667158,0.0001929106,0.001157035,0.007520917,0.1014726,0.009711252],"genre_scores_gemma":[0.1213499,0.0002941477,0.8608267,0.0002750833,0.00005340784,0.001753073,0.008203335,0.001114429,0.006130026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02268913,"threshold_uncertainty_score":0.0759027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015101735","doi":"10.1068/b2567","title":"Space, Time, and Dynamics Modeling in Historical GIS Databases: A Fuzzy Logic Approach","year":2001,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fuzzy logic; Interpolation (computer graphics); Computer science; Shore; Visualization; Metropolitan area; Spacetime; Space (punctuation); Data mining; Geography; Database; Artificial intelligence; Motion (physics); Geology","authors":[{"name":"Suzana Dragićević","is_ca":true},{"name":"Danielle J. Marceau","is_ca":true},{"name":"Claude Marois","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04927958955683023,"gpt":0.2232708364322414,"spread":0.1739912468754111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003267636,0.000511896,0.0007987467,0.003388746,0.0009510348,0.004454675,0.002383151,0.0009423178,0.001955883],"category_scores_gemma":[0.005917562,0.0004850405,0.001360723,0.003991673,0.0008069971,0.005729328,0.001149809,0.0009825227,0.0003918172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313208,"about_ca_system_score_gemma":0.001746757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02117846,"about_ca_topic_score_gemma":0.01663008,"domain_scores_codex":[0.998539,0.0005253985,0.0002714002,0.00025043,0.0003436464,0.0000701419],"domain_scores_gemma":[0.997425,0.001587243,0.0002826245,0.000300677,0.0003267153,0.00007782144],"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":[0.000118215,0.0001205071,0.005395381,0.0003147952,0.0001905161,0.0005405339,0.000908541,0.6676403,0.001566819,0.1860634,0.00244682,0.1346941],"study_design_scores_gemma":[0.00001291263,0.00002413518,0.0003799315,0.00005955221,0.00004302934,0.000111542,0.0002389303,0.9392489,0.0005999265,0.05169923,0.007558628,0.00002346745],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008820317,0.0003582781,0.9877101,0.0003461096,0.00001961072,0.00005817172,0.0005004195,0.0003869134,0.001800195],"genre_scores_gemma":[0.239855,0.001144862,0.7558413,0.0001000941,0.00005892197,0.0002664718,0.001374173,0.00006079804,0.001298435],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02117846,"threshold_uncertainty_score":0.04211038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056933822","doi":"10.1068/b35148","title":"An Agent-Based Approach to Providing Tourism Planning Support","year":2011,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Variety (cybernetics); Tourism; Computer science; Set (abstract data type); Destinations; Operations research; Representation (politics); System dynamics; Agent-based model; Externality; Nova scotia; Risk analysis (engineering); Management science; Business; Engineering; Geography; Economics; Artificial intelligence; Microeconomics","authors":[{"name":"Peter A. Johnson","is_ca":true},{"name":"Renée Sieber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1347945606534313,"gpt":0.3146802850898654,"spread":0.1798857244364341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007746876,0.0006053501,0.000478938,0.0006230717,0.001038813,0.00220857,0.001978608,0.001023744,0.007359128],"category_scores_gemma":[0.001930067,0.0004237516,0.0005311967,0.0007468257,0.0005072448,0.001163437,0.001762506,0.0009766198,0.001133763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001249039,"about_ca_system_score_gemma":0.002953837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983315,"about_ca_topic_score_gemma":0.02755472,"domain_scores_codex":[0.9994255,0.0002408361,0.00003621799,0.00006755359,0.0001837159,0.00004614538],"domain_scores_gemma":[0.999447,0.0002271889,0.00004365115,0.00008230035,0.0001236467,0.00007611966],"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":[0.0001227493,0.0002355523,0.001403005,0.0003566877,0.0001835866,0.0005245355,0.0005600221,0.7416397,0.004219825,0.128207,0.01483105,0.1077163],"study_design_scores_gemma":[0.00004127302,0.00004400102,0.0001301788,0.00004623134,0.00004154641,0.00007513475,0.0001253355,0.9159624,0.00109569,0.01835361,0.06406278,0.00002182157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01215347,0.000337074,0.9340689,0.001205691,0.0001705934,0.0005619834,0.0004089374,0.002228162,0.04886519],"genre_scores_gemma":[0.315825,0.0007929319,0.6624889,0.0002804996,0.00006207147,0.000627586,0.0005223555,0.0001720868,0.01922845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01983315,"threshold_uncertainty_score":0.03943539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039093739","doi":"10.1068/b33145","title":"The Mixed Success of Nodes as a Smart Growth Planning Policy","year":2009,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Urban sprawl; Smart growth; Popularity; Metropolitan area; Public transport; Incentive; Business; Urban planning; Investment (military); Transit (satellite); Transport engineering; Land-use planning; Environmental planning; Land use; Engineering; Economics; Geography; Political science; Politics","authors":[{"name":"Pierre Filion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492365631997236,"gpt":0.2114903363235093,"spread":0.196566680003537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003686772,0.000274517,0.0001663679,0.0004907703,0.001678676,0.005177244,0.0006848273,0.001034388,0.003800237],"category_scores_gemma":[0.004762888,0.0002283627,0.0001369224,0.001032108,0.005231374,0.002927847,0.003083664,0.001213238,0.0003304195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049604,"about_ca_system_score_gemma":0.01083127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03710404,"about_ca_topic_score_gemma":0.08444773,"domain_scores_codex":[0.9984414,0.0007501536,0.00003289559,0.0002235746,0.0002853757,0.0002666281],"domain_scores_gemma":[0.9973574,0.001206039,0.0002348082,0.0002670765,0.0003718963,0.0005627558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008434708,0.00002255359,0.003804039,0.0001539113,0.00001396032,0.00007910116,0.003830691,0.01503307,0.0005382383,0.9096365,0.006279233,0.06052438],"study_design_scores_gemma":[0.00004877137,0.0002110779,0.008386634,0.000450599,0.00004663339,0.0000981686,0.01099385,0.02113998,0.002225633,0.3042298,0.6520969,0.00007189672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.348203,0.004209834,0.03846782,0.06337652,0.0003254375,0.0001238111,0.0001970012,0.0002525286,0.544844],"genre_scores_gemma":[0.9698397,0.001904899,0.004354373,0.0006467962,0.00004639754,0.0000370314,0.0000309553,0.00004331628,0.02309657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03710404,"threshold_uncertainty_score":0.07615441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013490176","doi":"10.1068/b38101","title":"Social Influence and Proenvironmental Behavior: The Reflexive Layers of Influence Framework","year":2014,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":32,"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":"Reflexivity; Psychology; Perception; Conceptual framework; Interpersonal influence; Social psychology; Interpersonal communication; Social influence; Knowledge management; Computer science; Epistemology; Sociology","authors":[{"name":"Jonn Axsen","is_ca":true},{"name":"Kenneth S Kurani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02021351237256263,"gpt":0.2849785799039356,"spread":0.264765067531373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01647545,0.001295084,0.0009897943,0.006173996,0.004077828,0.0107005,0.002052532,0.002857041,0.004067037],"category_scores_gemma":[0.01972952,0.000754908,0.001634423,0.002702366,0.02750549,0.007910835,0.006695023,0.003507036,0.0003753486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006861184,"about_ca_system_score_gemma":0.00689487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008293238,"about_ca_topic_score_gemma":0.007564161,"domain_scores_codex":[0.9769851,0.01644025,0.0007636834,0.001857574,0.002869034,0.001084361],"domain_scores_gemma":[0.9658603,0.02449066,0.004324598,0.001688889,0.002302791,0.001332725],"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":[0.00005890552,0.0001873855,0.02125675,0.0009650678,0.0002902549,0.0006897641,0.03953468,0.004021632,0.001108118,0.8859236,0.001048808,0.04491511],"study_design_scores_gemma":[0.00005754859,0.0002822375,0.02543443,0.001436049,0.0003617707,0.0005641255,0.02455153,0.01022371,0.001205082,0.8650759,0.07064696,0.0001606352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1459907,0.01643088,0.40549,0.03858567,0.0006792288,0.001346374,0.0002984615,0.0003355244,0.3908433],"genre_scores_gemma":[0.9590646,0.003446684,0.03257062,0.001155024,0.0002010877,0.0005401165,0.00005362878,0.00004294223,0.002925387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01647545,"threshold_uncertainty_score":0.08713156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979517060","doi":"10.1068/b31113","title":"An Integrated Macroeconomic Model for Assessing Urban Sustainability","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Econometric model; Sustainability; Greenhouse gas; Economics; Economic model; Population; Macroeconomic model; Macro; Natural resource economics; Environmental science; Environmental economics; Econometrics; Macroeconomics; Computer science; Ecology","authors":[{"name":"Manson Fung","is_ca":true},{"name":"Christopher Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02847347723863875,"gpt":0.266416742502288,"spread":0.2379432652636492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009935934,0.0007542752,0.0008324062,0.0009211396,0.0006144737,0.002248347,0.001752242,0.001590765,0.007370681],"category_scores_gemma":[0.002722029,0.0005072167,0.0009374266,0.001500431,0.0006490873,0.002052441,0.001478324,0.001696931,0.001120657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122369,"about_ca_system_score_gemma":0.002628388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02334579,"about_ca_topic_score_gemma":0.02355438,"domain_scores_codex":[0.9995819,0.0001565848,0.00002269903,0.00008914983,0.00009380293,0.00005598681],"domain_scores_gemma":[0.9995634,0.0001637729,0.00006793676,0.00003794754,0.0001166773,0.00005033708],"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":[0.00001060646,0.00001200286,0.0008511253,0.00002058201,0.00002132142,0.0000542804,0.00003854559,0.8283218,0.0001515399,0.1641254,0.001924061,0.004468775],"study_design_scores_gemma":[0.000008622334,0.00001221185,0.0003484862,0.000009099396,0.00001530054,0.00001339397,0.00002326823,0.9535055,0.00004975439,0.04019235,0.005811738,0.00001027021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03574896,0.001018489,0.8848534,0.002271391,0.0002762387,0.0001894567,0.004732585,0.0006103563,0.07029907],"genre_scores_gemma":[0.834047,0.002089331,0.1050516,0.0002931078,0.0002161039,0.001006721,0.003254729,0.0002194478,0.05382201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02334579,"threshold_uncertainty_score":0.0464198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011836164","doi":"10.1068/b2761t","title":"Age-Segregated and Gated Retirement Communities in the Third Age: The Differential Contribution of Place — Community to Self-Actualization","year":2002,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Multivariate statistics; Psychology; Context (archaeology); Self-actualization; Differential (mechanical device); Cognition; Congruence (geometry); Social psychology; Multivariate analysis; Developmental psychology; Gerontology; Geography; Medicine; Mathematics; Statistics","authors":[{"name":"Ivan Townshend","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08448335532418043,"gpt":0.3033234494752433,"spread":0.2188400941510628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004697722,0.0001244351,0.0001601477,0.000443483,0.000616318,0.0008208686,0.0002940892,0.0002315758,0.0007430044],"category_scores_gemma":[0.001885565,0.00008777979,0.0002335864,0.0004311498,0.001029963,0.0003185794,0.001078293,0.0004948364,0.00003891006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008533201,"about_ca_system_score_gemma":0.001090891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07940509,"about_ca_topic_score_gemma":0.1895878,"domain_scores_codex":[0.999797,0.00005540085,0.000007252747,0.00001788231,0.00004413395,0.00007826106],"domain_scores_gemma":[0.9990388,0.0002210614,0.0002879931,0.00005818378,0.00008937134,0.0003046328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004494239,0.0000453592,0.9876797,0.000003912336,0.00001776393,0.00007548431,0.006937698,0.00006306811,0.0001394984,0.0001620785,0.00005143382,0.004778957],"study_design_scores_gemma":[9.48818e-7,0.00003196362,0.9888172,0.000003509725,0.000006873038,0.00006071792,0.01067587,0.0001217554,0.00004350506,0.00008969909,0.0001453069,0.000002701542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998109,0.00002744423,0.00001256266,0.00002894714,4.896347e-7,6.993869e-7,0.000004343783,2.871401e-7,0.0001144151],"genre_scores_gemma":[0.9998983,0.00001622408,0.00001312722,0.00000416387,4.770586e-7,3.785216e-7,0.000007994398,1.932547e-7,0.00005917142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07940509,"threshold_uncertainty_score":0.1578858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312702360","doi":"10.1068/b37148","title":"More Art Than Science: The Sources and Effects of Stylistic Variation in Visualization for Planning and Design","year":2012,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Pittsburgh","keywords":"Visualization; Interactivity; Credibility; Presentation (obstetrics); Computer science; Context (archaeology); Urban planning; Plan (archaeology); Data science; Information visualization; Field (mathematics); Human–computer interaction; Multimedia; Engineering; Geography; Artificial intelligence; Civil engineering; Political science","authors":[{"name":"John L. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0361598530740666,"gpt":0.2927197960606066,"spread":0.2565599429865399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01424679,0.0006745488,0.0004551918,0.002213886,0.002660373,0.009355308,0.001132254,0.001306702,0.005390375],"category_scores_gemma":[0.1350514,0.0006227096,0.0008716107,0.002022579,0.008307874,0.005651512,0.00565722,0.002301627,0.0004109547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002925056,"about_ca_system_score_gemma":0.001007632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449888,"about_ca_topic_score_gemma":0.002956705,"domain_scores_codex":[0.9785921,0.01661921,0.0006952508,0.0008769816,0.002837448,0.0003789346],"domain_scores_gemma":[0.8441606,0.1340923,0.005504012,0.0123238,0.003051569,0.0008676993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002816385,0.0003160354,0.05805597,0.002602474,0.0004129555,0.001705272,0.2552516,0.02494966,0.024584,0.3598266,0.01108557,0.2583935],"study_design_scores_gemma":[0.000884853,0.001948926,0.1197581,0.003019535,0.0009155336,0.004499338,0.1138599,0.08886714,0.02142391,0.4375462,0.2063453,0.0009312326],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7027373,0.005658498,0.1468604,0.01032057,0.000729945,0.0005560403,0.0002791675,0.001127627,0.1317304],"genre_scores_gemma":[0.9840115,0.0004359976,0.0136614,0.0002220676,0.00006652245,0.0001004635,0.00003678069,0.0001844253,0.001280772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424679,"threshold_uncertainty_score":0.07534516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138142550","doi":"10.1068/b38078","title":"Spatial Aggregation and Compactness of Census Areas with a Multiobjective Genetic Algorithm: A Case Study in Canada","year":2011,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Compact space; Census; Genetic algorithm; Population; Metropolitan area; Integer (computer science); Pareto principle; Computer science; Geography; Mathematical optimization; Algorithm; Mathematics; Demography","authors":[{"name":"Dilip Datta","is_ca":false},{"name":"Jacek Malczewski","is_ca":true},{"name":"José Rui Figueira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02834816880093178,"gpt":0.2070419695020277,"spread":0.1786938007010959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353716,0.0005324102,0.0004879997,0.001065957,0.001849304,0.001553212,0.001432387,0.0008371825,0.000596791],"category_scores_gemma":[0.003417844,0.0002727968,0.0005232595,0.003252967,0.001433824,0.0005269367,0.0006722974,0.0003899143,0.00005252735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01656098,"about_ca_system_score_gemma":0.01152974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9085327,"about_ca_topic_score_gemma":0.9263591,"domain_scores_codex":[0.9993834,0.0001989183,0.00002446983,0.00007517212,0.0001515449,0.0001664652],"domain_scores_gemma":[0.9988191,0.0005975524,0.00008347155,0.00006872517,0.0003312749,0.00009990265],"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":[0.000108522,0.0001084849,0.02320653,0.00006664143,0.00004336433,0.0007679227,0.0005316976,0.943467,0.0008987187,0.005009742,0.0006725233,0.02511895],"study_design_scores_gemma":[0.00003515347,0.00005460464,0.009379043,0.00001270717,0.00003499409,0.0001032537,0.001212567,0.9856254,0.001191233,0.0009696003,0.001360737,0.00002065616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739398,0.000169043,0.020927,0.0002157724,0.000005955018,0.0001508595,0.0001485984,0.00006911867,0.004373797],"genre_scores_gemma":[0.964992,0.0001299661,0.03334234,0.00001472287,0.000001531376,0.00003814475,0.0001226967,0.00001285227,0.001345847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09146726,"threshold_uncertainty_score":0.1840118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149475851","doi":"10.1068/b36017","title":"Lock-in and its Influence on the Project Performance of Large-Scale Transportation Infrastructure Projects: Investigating the Way in Which Lock-in Can Emerge and Affect Cost Overruns","year":2010,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":25,"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":"Lock (firearm); Sunk costs; Process (computing); Scale (ratio); Closure (psychology); Cost overrun; Risk analysis (engineering); Constructability; Engineering; Operations management; Business; Computer science; Economics; Construction engineering; Construction industry; Microeconomics; Systems engineering","authors":[{"name":"Chantal C. Cantarelli","is_ca":false},{"name":"Bent Flyvbjerg","is_ca":false},{"name":"Bert van Wee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04783642149432625,"gpt":0.2979221177277671,"spread":0.2500856962334408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01274102,0.0004382241,0.0006696989,0.001628861,0.001132194,0.004909418,0.001020751,0.001435218,0.003414516],"category_scores_gemma":[0.07051551,0.0003932699,0.0007689316,0.001776081,0.003707156,0.00305917,0.003898852,0.002226567,0.000421869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494551,"about_ca_system_score_gemma":0.002218324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229246,"about_ca_topic_score_gemma":0.01255411,"domain_scores_codex":[0.9830847,0.009607121,0.001005389,0.001100569,0.002889603,0.002312511],"domain_scores_gemma":[0.8588673,0.09026188,0.02973729,0.004487429,0.01005405,0.006591912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009217709,0.001570099,0.8948269,0.000314527,0.0005636792,0.001283415,0.01743776,0.02708132,0.00352046,0.009516003,0.0008289685,0.04213517],"study_design_scores_gemma":[0.00003568295,0.00106698,0.9511163,0.0001763917,0.0001236429,0.0001624697,0.01961417,0.01809954,0.001401111,0.004959575,0.003137117,0.0001069928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993156,0.0001251799,0.0009784462,0.0002665262,0.000006370539,0.00003393416,0.00004017629,0.00001092366,0.005382418],"genre_scores_gemma":[0.999398,0.0000385063,0.0001762687,0.0000135204,0.000002651771,0.00001105106,0.00001918057,0.000007466546,0.0003333767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274102,"threshold_uncertainty_score":0.0673818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982640211","doi":"10.1068/b31175","title":"Landscape Grammar 1: Spatial Grammar Theory and Landscape Planning","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Design Education and Practice","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Grammar; Generative grammar; Computer science; Emergent grammar; Ecotope; Linguistics; Generalized phrase structure grammar; Vocabulary; Landscape design; Affix grammar; Head-driven phrase structure grammar; Relational grammar; Natural language processing; Artificial intelligence; Landscape ecology; Engineering","authors":[{"name":"Kevin Mayall","is_ca":false},{"name":"G. Brent Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01851823600550002,"gpt":0.2291244590086759,"spread":0.2106062230031759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006017209,0.0005699516,0.0004610208,0.001072007,0.001424128,0.003033859,0.0009957365,0.001673708,0.009230954],"category_scores_gemma":[0.001351531,0.0003171146,0.0006859752,0.001714704,0.008011186,0.00536707,0.001616811,0.001851215,0.001058807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577753,"about_ca_system_score_gemma":0.001441502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008541387,"about_ca_topic_score_gemma":0.006972427,"domain_scores_codex":[0.9995598,0.0001771641,0.00002101138,0.000104952,0.00008163998,0.00005551314],"domain_scores_gemma":[0.9996117,0.0002015559,0.00004724429,0.00004876393,0.0000598032,0.00003105026],"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":[0.000002164548,0.000002288424,0.0001039439,0.00002751859,0.000002650082,0.00003646719,0.0003195881,0.001265598,0.00006070982,0.9875768,0.004111637,0.006490623],"study_design_scores_gemma":[0.000004237826,0.00000805086,0.000299268,0.00004633109,0.000004282493,0.00009844024,0.0001954647,0.00230645,0.0001058421,0.9197649,0.07715872,0.000008133845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02211356,0.01829539,0.5394043,0.02333655,0.001066588,0.00006360809,0.0006340892,0.0006071875,0.3944787],"genre_scores_gemma":[0.7297848,0.01096128,0.1809602,0.003609059,0.001405126,0.0002184706,0.0009647642,0.0006073167,0.07148901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009230954,"threshold_uncertainty_score":0.03088057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141227520","doi":"10.1068/b32136","title":"Privatized Suburbia: The Planning Implications of Private Roads","year":2007,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Urbanism; Context (archaeology); New Urbanism; Unit (ring theory); Environmental planning; Urban planning; Socioeconomic status; Geography; Business; Regional science; Civil engineering; Engineering; Sociology; Architecture; Archaeology","authors":[{"name":"Jill L. Grant","is_ca":true},{"name":"Andrew Curran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04989165311956967,"gpt":0.2884497403042408,"spread":0.2385580871846711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948333,0.0001267562,0.0001547929,0.0005796037,0.004902004,0.004276306,0.0007801381,0.0006741298,0.004763937],"category_scores_gemma":[0.001937333,0.0001716568,0.0001910464,0.001544842,0.004990581,0.00126193,0.001970808,0.0008987427,0.0001089885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02708636,"about_ca_system_score_gemma":0.02998441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8852119,"about_ca_topic_score_gemma":0.9731443,"domain_scores_codex":[0.9989662,0.0002646972,0.00001402847,0.00005972589,0.0002163871,0.0004789753],"domain_scores_gemma":[0.9993039,0.0001145321,0.00008623669,0.00005353093,0.0002293582,0.0002124815],"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":[0.00008499162,0.00008950959,0.04938165,0.0001601279,0.0000348497,0.002349726,0.02286754,0.01459293,0.001170806,0.8300951,0.01477924,0.06439361],"study_design_scores_gemma":[0.00005522103,0.0001587699,0.2301722,0.000482575,0.0001075103,0.001056812,0.1749589,0.01501506,0.00115266,0.1597857,0.4169552,0.00009932177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6820568,0.002528445,0.00283538,0.03296877,0.00006973076,0.00009806819,0.000477134,0.00003958004,0.278926],"genre_scores_gemma":[0.9902707,0.0008685383,0.0004490615,0.0002554047,0.000009216627,0.000007589767,0.00004631877,0.000005008628,0.008088198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8852119,"threshold_uncertainty_score":0.2309282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157663371","doi":"10.1068/b37161","title":"Investigating Travel Thresholds for Sports and Recreation Activities","year":2013,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Recreation; Duration (music); Nova scotia; Order (exchange); Geography; Travel behavior; Applied psychology; Advertising; Marketing; Transport engineering; Psychology; Business; Political science; Engineering","authors":[{"name":"Jamie Spinney","is_ca":true},{"name":"Hugh Millward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05604949212217476,"gpt":0.2787702059335207,"spread":0.2227207138113459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578133,0.0001147844,0.0001209867,0.0009456767,0.0003359568,0.0007661916,0.0002677859,0.0001760448,0.001525242],"category_scores_gemma":[0.004066243,0.0000831034,0.0001508272,0.001046128,0.0003455214,0.0003633098,0.0004916879,0.0001911896,0.0001680658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138387,"about_ca_system_score_gemma":0.0007404679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.137874,"about_ca_topic_score_gemma":0.2539389,"domain_scores_codex":[0.9995776,0.0001259707,0.00004742044,0.00006809106,0.0001118063,0.00006921229],"domain_scores_gemma":[0.9974541,0.001026399,0.0007785448,0.0001483851,0.0004021564,0.0001904015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996366,0.00004750384,0.9786502,0.00009993893,0.00003486989,0.00009503328,0.004026337,0.001215026,0.002178576,0.0005598263,0.0003342672,0.01255882],"study_design_scores_gemma":[0.000001493201,0.00004447228,0.9944847,0.0000126504,0.000005155262,0.00003243215,0.003910396,0.0006611961,0.0002303749,0.0001104234,0.0005007099,0.000005882466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972255,0.00005428178,0.0004635176,0.00002122351,0.000001479102,0.00001522695,0.0004304075,0.000003231802,0.001785181],"genre_scores_gemma":[0.9990478,0.00003391783,0.0003163569,0.000003703963,8.600172e-7,0.00001648593,0.0003107992,0.00000104457,0.0002690384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137874,"threshold_uncertainty_score":0.274143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069605834","doi":"10.1068/b12862","title":"Policy Planning Using Genetic Algorithms Combined with Simulation: The Case of Municipal Solid Waste","year":2002,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Water resources management and optimization","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Municipal solid waste; Genetic algorithm; Computer science; Mathematical optimization; Phase (matter); Operations research; Management science; Engineering; Mathematics; Waste management","authors":[{"name":"Jonathan D. Linton","is_ca":false},{"name":"Julian Scott Yeomans","is_ca":true},{"name":"Reena Yoogalingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03928350614759977,"gpt":0.2332781399063713,"spread":0.1939946337587715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001772281,0.0006110441,0.0007783088,0.0008090744,0.001205441,0.001360491,0.0009409393,0.001650419,0.001301126],"category_scores_gemma":[0.004800638,0.0003922734,0.0005482725,0.001671637,0.001621361,0.0007464745,0.0007876795,0.0007375554,0.00007679277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004572076,"about_ca_system_score_gemma":0.004749293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2959494,"about_ca_topic_score_gemma":0.2646692,"domain_scores_codex":[0.9992414,0.0004591453,0.00002119249,0.00003935472,0.0001317516,0.0001072773],"domain_scores_gemma":[0.9981256,0.001518433,0.00008307564,0.00007741619,0.0001431593,0.0000523498],"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":[0.00003176265,0.00001538667,0.0006839192,0.00001079431,0.000009726245,0.0001543568,0.00005207815,0.9885375,0.0001031147,0.006443931,0.00009291764,0.003864411],"study_design_scores_gemma":[0.00002576165,0.00001743656,0.0002602033,0.000004953818,0.000008880068,0.00001620669,0.00007331166,0.9953106,0.0002364177,0.003571075,0.0004669927,0.000008175415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7873649,0.000412255,0.181139,0.001143201,0.0000338863,0.0002391204,0.0002017075,0.0002433108,0.02922258],"genre_scores_gemma":[0.9579498,0.0001888486,0.04057131,0.00002316958,0.00000460229,0.00005740299,0.00004714332,0.00001336498,0.00114447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959494,"threshold_uncertainty_score":0.5884537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037711817","doi":"10.1068/b31170","title":"Current and Future Patterns of Land-Use Change in the Coastal Zone of New Jersey","year":2005,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","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 Toronto","funders":"National Oceanic and Atmospheric Administration","keywords":"Amenity; Land use; Geography; Urban planning; Environmental planning; Population; Population growth; Economic geography; Regional science; Environmental resource management; Environmental science; Civil engineering; Business; Engineering","authors":[{"name":"Tenley M. Conway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07236265498958414,"gpt":0.2945897463136152,"spread":0.2222270913240311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002067104,0.00005622538,0.00009722567,0.0006712196,0.0002996975,0.0008051674,0.000549519,0.0001759849,0.00107542],"category_scores_gemma":[0.000568781,0.00008181713,0.0001898028,0.001083222,0.0003272179,0.0004573684,0.0004503381,0.0002956415,0.000160245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212934,"about_ca_system_score_gemma":0.0006782399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3567008,"about_ca_topic_score_gemma":0.706943,"domain_scores_codex":[0.9998791,0.00001539527,0.000009541271,0.00003329497,0.00002728256,0.00003532619],"domain_scores_gemma":[0.9995547,0.00008477844,0.0001487467,0.00003273594,0.0001206711,0.00005833142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005810961,0.00004732268,0.9869087,0.00002145245,0.000043525,0.0001702206,0.001092705,0.001574736,0.000786819,0.000596283,0.001111929,0.007588093],"study_design_scores_gemma":[0.000001632898,0.00001150211,0.9953929,0.00000631353,0.00001079563,0.00004753689,0.001817493,0.00115008,0.00006965017,0.00005245321,0.001434016,0.000005627341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975756,0.00004556904,0.00009158317,0.00009504834,0.000002115126,0.000004380662,0.0006899062,0.000005971785,0.00148971],"genre_scores_gemma":[0.9979248,0.00007551136,0.000222116,0.00001988882,0.000001369124,0.000006927808,0.000889754,0.000002547446,0.0008569996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567008,"threshold_uncertainty_score":0.7092491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099040923","doi":"10.1068/b35026","title":"Blog Links as Pipelines to Buzz Elsewhere: The Case of New York Theater Blogs","year":2009,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Marketing buzz; Field (mathematics); Face (sociological concept); Focus (optics); Media studies; Advertising; Sociology; World Wide Web; Computer science; Business; Social science","authors":[{"name":"Brant W Jones","is_ca":false},{"name":"Ben Spigel","is_ca":true},{"name":"Edward J. Malecki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07163634446707133,"gpt":0.3239403494470926,"spread":0.2523040049800213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002348439,0.0002701719,0.0003177525,0.003018277,0.01558101,0.009688806,0.001168883,0.002919378,0.0173591],"category_scores_gemma":[0.01273554,0.000622998,0.0002149693,0.003767538,0.007612186,0.01132047,0.004743712,0.002431788,0.001029554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005682188,"about_ca_system_score_gemma":0.002427778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1006154,"about_ca_topic_score_gemma":0.2149186,"domain_scores_codex":[0.9986228,0.0007110803,0.00004192372,0.00013181,0.0001710954,0.0003213626],"domain_scores_gemma":[0.9876037,0.00837366,0.001380135,0.0005471744,0.0006551868,0.00144016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003197074,0.0003059903,0.04549537,0.0003135985,0.00003618457,0.02222062,0.780143,0.0007207666,0.001642333,0.09364451,0.02735272,0.02780534],"study_design_scores_gemma":[0.00006794689,0.00005591968,0.03569051,0.0003222333,0.00004254433,0.001990402,0.7474381,0.001788668,0.0004972196,0.006593174,0.2054473,0.0000659701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712661,0.0006857627,0.0008385257,0.007037482,0.0001270795,0.0000673519,0.0001887033,0.00004948206,0.1197395],"genre_scores_gemma":[0.9804155,0.0005617831,0.0004985367,0.0003048423,0.00005444726,0.00005598675,0.00009606862,0.0000476313,0.01796504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1006154,"threshold_uncertainty_score":0.2000595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991879121","doi":"10.1068/b2620","title":"Shaping Metropolitan Toronto: A Study of Linear Infrastructure Subsidies, 1954–66","year":2000,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metropolitan area; Subsidy; Jurisdiction; Suburbanization; Government (linguistics); Regional science; Business; Redevelopment; Geography; Political science; Civil engineering; Engineering","authors":[{"name":"Igor Vojnovic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04522174446405938,"gpt":0.289511664270007,"spread":0.2442899198059476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000658528,0.0002175494,0.000224309,0.001325138,0.00868617,0.003089009,0.0009218714,0.0007209036,0.005952389],"category_scores_gemma":[0.002885336,0.0003508865,0.0001634226,0.00458574,0.004455045,0.001342485,0.002497225,0.001410111,0.0002798772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08481797,"about_ca_system_score_gemma":0.02296146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702861,"about_ca_topic_score_gemma":0.9890854,"domain_scores_codex":[0.99925,0.0001691498,0.0000160974,0.00006208685,0.0001108687,0.0003917791],"domain_scores_gemma":[0.9986595,0.0002674404,0.0002900606,0.00007058542,0.0002736821,0.000438809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001356948,0.00009691438,0.1405195,0.0001302385,0.00003914731,0.001655625,0.7217592,0.001345669,0.0006126603,0.08059543,0.02260966,0.03050029],"study_design_scores_gemma":[0.0000141935,0.00004005877,0.4428017,0.0001342467,0.00002148392,0.0001865654,0.3468033,0.0004345484,0.0002453936,0.001438297,0.2078484,0.00003180639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379501,0.00197249,0.0002865606,0.005501301,0.00004747771,0.000049405,0.000722746,0.00001253766,0.05345741],"genre_scores_gemma":[0.9864944,0.0009693896,0.00009572963,0.0002322328,0.00001602175,0.0000277368,0.0002054221,0.00001111962,0.01194803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08481797,"threshold_uncertainty_score":0.6154003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345963576","doi":"10.1177/0265813515614678","title":"Shortening the trip to school: Examining how children’s active school travel is influenced by shortcuts","year":2015,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Transport engineering; Travel behavior; Travel time; Physical activity; Psychology; Geography; Computer science; Engineering; Medicine","authors":[{"name":"Andrew Clark","is_ca":true},{"name":"Emily A. Bent","is_ca":false},{"name":"Jason Gilliland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06236293133766356,"gpt":0.2823131637023159,"spread":0.2199502323646523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000785285,0.0002672328,0.0003232654,0.000873324,0.0008040591,0.001327183,0.0008242461,0.0004816791,0.002406758],"category_scores_gemma":[0.00554857,0.00026606,0.0008064105,0.00158891,0.0007106087,0.0009211799,0.001131392,0.000776711,0.0002457806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251901,"about_ca_system_score_gemma":0.002220762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2763335,"about_ca_topic_score_gemma":0.4466359,"domain_scores_codex":[0.9990344,0.0002256556,0.00008168761,0.000140515,0.0002347474,0.0002830002],"domain_scores_gemma":[0.996213,0.0006228682,0.001738696,0.0001937435,0.0004667012,0.0007650589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005605097,0.0000765982,0.9904343,0.00003963688,0.00007357411,0.00006588055,0.003960533,0.0001358508,0.0001324973,0.00007976453,0.0001596063,0.004785721],"study_design_scores_gemma":[7.152086e-7,0.0000364121,0.9961701,0.0000129394,0.00001589229,0.00001750192,0.003382905,0.00008818442,0.00001911138,0.00001588238,0.0002372946,0.000003028367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986749,0.00015182,0.0000641356,0.00007017219,0.000002605627,0.00001157347,0.000155095,0.000002393364,0.0008673575],"genre_scores_gemma":[0.9991816,0.0001833823,0.0001313985,0.0000106642,0.000001919542,0.00001653855,0.0001896399,0.000002478232,0.0002823899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2763335,"threshold_uncertainty_score":0.5494502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015134395","doi":"10.1068/b36109","title":"Negotiating Constraints to the Adoption of Agent-Based Modeling in Tourism Planning","year":2011,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Negotiation; Tourism; Transparency (behavior); Management science; Work (physics); Process management; Computer science; Perspective (graphical); Space (punctuation); Constraint (computer-aided design); Operations research; Knowledge management; Marketing; Business; Engineering; Sociology; Political science","authors":[{"name":"Peter A. Johnson","is_ca":true},{"name":"Renée Sieber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1453571055167706,"gpt":0.3041121418132184,"spread":0.1587550362964478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03369126,0.000665162,0.0005382277,0.001329192,0.002937829,0.009446409,0.00265481,0.001705576,0.00211273],"category_scores_gemma":[0.08450083,0.001495709,0.0005737203,0.001526711,0.004556453,0.006950411,0.005291762,0.00240045,0.0002585176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007808256,"about_ca_system_score_gemma":0.01015113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04695133,"about_ca_topic_score_gemma":0.08160505,"domain_scores_codex":[0.966803,0.02556172,0.001184443,0.00100311,0.00418423,0.001263525],"domain_scores_gemma":[0.91465,0.07114644,0.003932982,0.004739275,0.004389023,0.001142312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005738383,0.0006017649,0.031876,0.001388645,0.0002514266,0.001428263,0.07575758,0.3355231,0.007289995,0.3681451,0.002550366,0.1746139],"study_design_scores_gemma":[0.0002386306,0.0005419361,0.007242966,0.001707161,0.0002456073,0.0005552631,0.04383937,0.7265784,0.005749337,0.1263911,0.08661372,0.0002966174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5404792,0.001243538,0.3571154,0.01062279,0.00006505026,0.0008909511,0.0001317213,0.0004972789,0.0889539],"genre_scores_gemma":[0.8825794,0.0003368742,0.1152867,0.0001287074,0.000007260684,0.0002828723,0.00005245881,0.00005225868,0.001273615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04695133,"threshold_uncertainty_score":0.1781786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013619108","doi":"10.1068/b32066","title":"Institutional Barriers to Incorporating Climate Responsive Design in Commercial Redevelopment","year":2007,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Redevelopment; Urban design; Environmental planning; Climate change; Process (computing); Urban regeneration; Urban planning; Political science; Politics; Engineering; Environmental science; Civil engineering; Computer science","authors":[{"name":"Laura Ryser","is_ca":true},{"name":"Greg Halseth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0427751419950515,"gpt":0.2701713907319275,"spread":0.227396248736876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0832774,0.0004785011,0.0004875259,0.001828174,0.0103464,0.01743592,0.004557907,0.002340242,0.004923779],"category_scores_gemma":[0.07945886,0.001068969,0.0006128764,0.001925047,0.013002,0.004854774,0.009995189,0.004617858,0.0007040248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02579984,"about_ca_system_score_gemma":0.05951321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0372751,"about_ca_topic_score_gemma":0.06280043,"domain_scores_codex":[0.9235567,0.05096238,0.003685684,0.003070357,0.01026583,0.008458978],"domain_scores_gemma":[0.8835117,0.07104453,0.009754898,0.0137733,0.01363023,0.008285362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000218349,0.001674719,0.05040532,0.00151785,0.0001170218,0.002401561,0.2055995,0.01949434,0.008133265,0.328732,0.006197433,0.3755086],"study_design_scores_gemma":[0.0001856801,0.001227862,0.07150362,0.002865544,0.0001204388,0.001268758,0.4557579,0.01757102,0.007906273,0.1410132,0.3001337,0.0004460525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.68128,0.001298107,0.09999086,0.02051129,0.0001582413,0.002893024,0.00007977861,0.0005598703,0.1932289],"genre_scores_gemma":[0.981647,0.0001809981,0.01426156,0.000304715,0.000009013678,0.0004204502,0.00001374763,0.00002768173,0.003134897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0832774,"threshold_uncertainty_score":0.4404182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062209530","doi":"10.1068/b34143t","title":"Agent-Based Model Validation Using Bayesian Networks and Vector Spatial Data","year":2009,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":18,"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":"Bayesian network; Data mining; Computer science; Polygon (computer graphics); Bayesian probability; Process (computing); Artificial intelligence; Machine learning","authors":[{"name":"Verda Kocabas","is_ca":true},{"name":"Suzana Dragićević","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05912694978550452,"gpt":0.252016164760719,"spread":0.1928892149752145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01456807,0.000798249,0.0008880278,0.001099777,0.0006728397,0.001448106,0.001527969,0.0007458723,0.0009345101],"category_scores_gemma":[0.04224517,0.0006253497,0.0007718428,0.0008502797,0.0007934984,0.001761487,0.001293194,0.001114406,0.0001552242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00188438,"about_ca_system_score_gemma":0.002430195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530795,"about_ca_topic_score_gemma":0.01254012,"domain_scores_codex":[0.9936546,0.004683943,0.0003059585,0.0003930765,0.0008192398,0.0001432303],"domain_scores_gemma":[0.9696656,0.02418276,0.001717632,0.001434473,0.002828084,0.0001715072],"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":[0.00005681288,0.00002888876,0.0020271,0.00003022972,0.00004694388,0.00001623439,0.00003653744,0.9884824,0.0002203421,0.003061512,0.00007694557,0.005916011],"study_design_scores_gemma":[0.00001002947,0.00001312772,0.0001957251,0.000005122477,0.000005122203,0.000003094584,0.000005817239,0.9979164,0.0002880077,0.001454179,0.00009907785,0.00000433568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1592846,0.00009749855,0.8377374,0.0001588851,0.00002133836,0.0002287462,0.0002922988,0.0004629154,0.001716382],"genre_scores_gemma":[0.7865141,0.0001059243,0.2117409,0.00004207971,0.000008838068,0.0004488943,0.0005458723,0.00005989968,0.0005334963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02530795,"threshold_uncertainty_score":0.07704419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080101761","doi":"10.1068/b3048","title":"Analyzing Planning and Design Discourses","year":2004,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Representation (politics); Argument (complex analysis); Discourse analysis; Sociology; Epistemology; Table (database); Power (physics); Order (exchange); Critical discourse analysis; Computer science; Linguistics; Political science; Politics; Data mining; Philosophy; Law","authors":[{"name":"Sandeep Kumar","is_ca":true},{"name":"Varkki Pallathucheril","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04773161146922378,"gpt":0.2788109143721889,"spread":0.2310793029029651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03415604,0.0009073094,0.0007626594,0.01126957,0.005940838,0.01228044,0.001561207,0.002194979,0.005334565],"category_scores_gemma":[0.07645063,0.0006869183,0.0006347186,0.01406096,0.01320574,0.01098158,0.005616563,0.00254549,0.0005186442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119639,"about_ca_system_score_gemma":0.006789411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244359,"about_ca_topic_score_gemma":0.004484612,"domain_scores_codex":[0.9529608,0.03644915,0.001705353,0.002959031,0.004963223,0.0009623313],"domain_scores_gemma":[0.9063679,0.08004367,0.003521853,0.004651046,0.004675378,0.0007401633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001008334,0.00006619843,0.003344864,0.0009122451,0.00002947073,0.0005340687,0.5788994,0.001855891,0.002357413,0.3169007,0.003977173,0.09102175],"study_design_scores_gemma":[0.00005020184,0.0000927303,0.00467131,0.001338409,0.0000442501,0.0003967346,0.4476557,0.01071058,0.005423333,0.250717,0.278803,0.00009664715],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3891883,0.005744649,0.4108101,0.0161099,0.0004764722,0.002572475,0.00242543,0.0006599812,0.1720127],"genre_scores_gemma":[0.8417375,0.001519633,0.1425273,0.0003787637,0.00007527374,0.001774893,0.0008831378,0.0002327458,0.01087076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03415604,"threshold_uncertainty_score":0.1806366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973850870","doi":"10.1068/b34054","title":"Local Environmental Impacts of Alternative Forms of Residential Development","year":2009,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Urbanism; New Urbanism; Vegetation (pathology); Environmental planning; Geography; Work (physics); Urban planning; Environmental resource management; Environmental science; Civil engineering; Engineering; Architecture","authors":[{"name":"Tenley M. Conway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02423703920939289,"gpt":0.245842837312941,"spread":0.2216057981035482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005401763,0.0001816111,0.0001953215,0.0007322378,0.0008429274,0.001635133,0.0004080721,0.0002113311,0.003354022],"category_scores_gemma":[0.0010869,0.00008436354,0.0002904263,0.001217218,0.001764256,0.0005848818,0.001768524,0.0002588288,0.0001100084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006175207,"about_ca_system_score_gemma":0.00120003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1655666,"about_ca_topic_score_gemma":0.6799565,"domain_scores_codex":[0.9989766,0.0004094112,0.00002831302,0.00008289969,0.0002251705,0.0002776025],"domain_scores_gemma":[0.9991241,0.000173785,0.0001518075,0.00009646556,0.0002439409,0.0002098633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071426,0.0003405629,0.8354695,0.0003942015,0.0003326218,0.001745934,0.007508272,0.01837674,0.005618895,0.02963527,0.002016671,0.09749001],"study_design_scores_gemma":[0.00001367906,0.0002405224,0.9694352,0.00005897988,0.0000563909,0.0002284289,0.01721474,0.001585721,0.0004158076,0.002260739,0.008465754,0.00002402584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801065,0.0004012614,0.0002803929,0.0002235302,0.000006835289,0.00001350208,0.0002206238,0.000006145307,0.01874116],"genre_scores_gemma":[0.9988922,0.0001537812,0.0001477832,0.00001087818,0.000001968175,0.000003072555,0.00005405794,0.000001506169,0.0007346987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655666,"threshold_uncertainty_score":0.3292058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977105729","doi":"10.1068/b36177","title":"Attitudes to Urban Walking in Tehran","year":2012,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Pedestrian; Work (physics); Socioeconomics; Geography; Public transport; Perception; Psychology; Environmental health; Sociology; Transport engineering; Medicine; Engineering","authors":[{"name":"Seyed M. Mehdi Moeini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05296511451164138,"gpt":0.3024251923454201,"spread":0.2494600778337788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153996,0.0001255722,0.0001338796,0.0005806252,0.0007322608,0.0007309271,0.0001798022,0.0003052229,0.003323949],"category_scores_gemma":[0.001025632,0.0001276149,0.0002091834,0.0005457855,0.0004776198,0.0002995133,0.0003979621,0.0003713107,0.0001943023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006254865,"about_ca_system_score_gemma":0.0004694495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395181,"about_ca_topic_score_gemma":0.01943329,"domain_scores_codex":[0.9997173,0.00005868274,0.00001852033,0.0000252158,0.00009130366,0.00008897971],"domain_scores_gemma":[0.9993943,0.00007359911,0.000232578,0.00001580391,0.00008363456,0.0002000748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008173307,0.0002516147,0.9439739,0.00007269636,0.0000355337,0.0007164446,0.02693693,0.0001772236,0.001241133,0.001002406,0.001227825,0.02428253],"study_design_scores_gemma":[0.00001119736,0.000315204,0.9600519,0.00003790433,0.00001913636,0.0005319811,0.03420055,0.0001928239,0.0001278261,0.0001471631,0.004350449,0.00001385184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997618,0.00006961307,0.00001981325,0.0002040555,0.00001064193,0.000004648488,0.00001728284,0.000002192419,0.002053716],"genre_scores_gemma":[0.9992409,0.0001315325,0.00003064421,0.00005881789,0.000007667572,0.000002892361,0.00001621627,6.592733e-7,0.0005108409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395181,"threshold_uncertainty_score":0.02774119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149738622","doi":"10.1068/b2749t","title":"The Gulf of Maine Environmental Information Exchange: Participation, Observation, Conversation","year":2001,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Information exchange; Citizen journalism; Information sharing; Conversation; Knowledge management; Corporate governance; Participatory GIS; Process (computing); Public participation; Public relations; Business; Environmental resource management; Computer science; Political science; Sociology; World Wide Web; Telecommunications","authors":[{"name":"Paul Charles Schroeder","is_ca":false},{"name":"Paul Boudreau","is_ca":true},{"name":"Chris E W Brehme","is_ca":false},{"name":"Andrew M. Boyce","is_ca":false},{"name":"Alison Evans","is_ca":true},{"name":"Aviva Rahmani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04638865990078846,"gpt":0.262262135694743,"spread":0.2158734757939546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01225461,0.0004500602,0.0003515646,0.001862456,0.01358099,0.005806971,0.001039498,0.002599491,0.001843803],"category_scores_gemma":[0.01821502,0.0004008772,0.0001930879,0.001897954,0.01236857,0.0070669,0.009403965,0.003118157,0.000244783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360611,"about_ca_system_score_gemma":0.003021116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204961,"about_ca_topic_score_gemma":0.01103698,"domain_scores_codex":[0.9888995,0.009075516,0.0001752691,0.0004323513,0.0008249781,0.0005923553],"domain_scores_gemma":[0.9882854,0.009086638,0.0007289413,0.0004581984,0.0006436242,0.0007972894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001869907,0.00001682529,0.002058162,0.00002676899,0.000002226085,0.0002706136,0.9875776,0.00004073694,0.0002978036,0.004928838,0.000841792,0.003920048],"study_design_scores_gemma":[0.000008365409,0.00003098718,0.002548712,0.00009865253,0.000004076554,0.0001840264,0.9438834,0.0003051245,0.0002557122,0.001869826,0.05079868,0.00001246017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312509,0.001177636,0.006668557,0.01570352,0.0001466497,0.000199045,0.00007879174,0.00005742327,0.04471758],"genre_scores_gemma":[0.9916282,0.0007065507,0.00161557,0.0008938528,0.00005313373,0.0001385065,0.00004364476,0.0000269784,0.004893733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358099,"threshold_uncertainty_score":0.06480932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112639806","doi":"10.1068/b37170","title":"Growth-Management Implementation in Metropolitan Vancouver: Lessons from Actor-Network Theory","year":2013,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Actor–network theory; Metropolitan area; Plan (archaeology); Coping (psychology); Growth management; Management theory; Sociology; Public relations; Business; Management; Engineering; Political science; Economics; Psychology; Geography; Social science; Civil engineering","authors":[{"name":"Laura E. Tate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017921873417969,"gpt":0.357239402693162,"spread":0.2554472153513651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003780613,0.0003964584,0.0003574259,0.001118066,0.009722115,0.006422896,0.002238827,0.001401432,0.002063744],"category_scores_gemma":[0.006434605,0.0003371379,0.0001825112,0.002681277,0.006251527,0.001794994,0.003682903,0.001763674,0.0001850926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03660575,"about_ca_system_score_gemma":0.01838333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6354262,"about_ca_topic_score_gemma":0.8155633,"domain_scores_codex":[0.996426,0.002262746,0.00006435422,0.0001956418,0.0004760292,0.0005751402],"domain_scores_gemma":[0.9954988,0.00278854,0.0002986651,0.0001545331,0.0006674401,0.0005920019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001829731,0.0005694187,0.07693723,0.0004831612,0.00006133506,0.0103596,0.4521555,0.02946237,0.001341178,0.3028908,0.005554253,0.1200021],"study_design_scores_gemma":[0.00004032957,0.0001591941,0.03218496,0.0004138871,0.00003849302,0.0005756461,0.8182976,0.02928133,0.0007544061,0.02771418,0.09047998,0.0000600655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8620581,0.0008325274,0.01007277,0.00670576,0.00004121119,0.0002502231,0.00005800292,0.00004355418,0.1199378],"genre_scores_gemma":[0.9893862,0.0005653377,0.002545519,0.0000836172,0.000003568288,0.00005393705,0.00002826473,0.00000976042,0.007323793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902779,"threshold_uncertainty_score":0.7334418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}