{"id":"W2232658609","doi":"10.3917/gdsh.0040.0002","title":"Quelle écologie pour les villes ?","year":2015,"lang":"fr","type":"article","venue":"Les Grands Dossiers des Sciences Humaines","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Privy Council Office","funders":"","keywords":"Geography; Humanities; 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":[0.003424668,0.001111382,0.001145789,0.003749896,0.006300175,0.01295,0.0009040948,0.003119807,0.02039397],"category_scores_gemma":[0.006713246,0.0004499267,0.00093823,0.004219379,0.009708999,0.01112441,0.002419567,0.005047016,0.002617715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906931,"about_ca_system_score_gemma":0.01179692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3311692,"about_ca_topic_score_gemma":0.2984577,"domain_scores_codex":[0.9964307,0.001704338,0.00008252887,0.0004300587,0.0006767222,0.0006757039],"domain_scores_gemma":[0.9970896,0.00110515,0.0003107822,0.0002947797,0.0006835419,0.0005161702],"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":[0.00006041367,0.0000673485,0.006292832,0.0002191526,0.00008227046,0.0002469045,0.004369574,0.001108755,0.0003482288,0.9226721,0.02304004,0.04149244],"study_design_scores_gemma":[0.00004562224,0.00005045753,0.02921939,0.0005514162,0.00005423204,0.0004180431,0.01260492,0.0008737019,0.0004046788,0.1169172,0.838752,0.000108262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09220349,0.07096124,0.02003833,0.4142322,0.004017704,0.00005944481,0.001765971,0.000609538,0.3961121],"genre_scores_gemma":[0.7949381,0.03223017,0.009185982,0.01514791,0.003421421,0.0001088576,0.0006082966,0.0003649232,0.1439943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3311692,"threshold_uncertainty_score":0.6584832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184000973911989,"score_gpt":0.3415424056590253,"score_spread":0.1231423082678264,"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."}}