{"id":"W4413501347","doi":"10.64628/aap.ar7dwprx3","title":"Pour préserver la biodiversité, il faut rendre les villes plus compactes, circulaires et vertes","year":2022,"lang":"fr","type":"article","venue":"","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Computer science; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001589931,0.000863979,0.0009240796,0.002068833,0.004847833,0.006882187,0.0009062556,0.001761234,0.02818286],"category_scores_gemma":[0.002272424,0.0003479301,0.0007709516,0.002167589,0.002952925,0.00483211,0.002391673,0.002551349,0.004882209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004268285,"about_ca_system_score_gemma":0.003770153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0599391,"about_ca_topic_score_gemma":0.08971573,"domain_scores_codex":[0.9988631,0.0003023669,0.00003517089,0.0002211246,0.0003184823,0.0002598006],"domain_scores_gemma":[0.9980361,0.0003921821,0.0003442667,0.0003738374,0.0004724585,0.0003811343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000548286,0.0002748038,0.03084752,0.00129327,0.0002581572,0.002054856,0.0172375,0.003518106,0.03011752,0.5207508,0.03585567,0.3572435],"study_design_scores_gemma":[0.00003504312,0.0001773321,0.03990203,0.000336384,0.00005243141,0.001295839,0.009516085,0.0005084926,0.002716466,0.01483228,0.93055,0.00007756165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4547219,0.02437027,0.05871474,0.03680438,0.002338756,0.0002170417,0.003721639,0.001825934,0.4172853],"genre_scores_gemma":[0.736605,0.01147452,0.03708682,0.001676941,0.0008934702,0.00019395,0.001413579,0.000547434,0.2101083],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0599391,"threshold_uncertainty_score":0.1191804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05762608388270793,"score_gpt":0.2664367402393793,"score_spread":0.2088106563566714,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}