{"id":"W4242751906","doi":"10.4000/books.pum.11797","title":"Avant-propos","year":2017,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geography","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":[0.001682288,0.00093215,0.0005149711,0.001596497,0.004817681,0.008669209,0.001520596,0.002999039,0.1158233],"category_scores_gemma":[0.004713933,0.0003877318,0.0007911819,0.001456382,0.002980005,0.007439466,0.003570148,0.003577341,0.05048532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005152198,"about_ca_system_score_gemma":0.004037995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250286,"about_ca_topic_score_gemma":0.02053194,"domain_scores_codex":[0.9980564,0.0004676794,0.00008702363,0.0005023926,0.0006224122,0.0002642038],"domain_scores_gemma":[0.9984718,0.0003232026,0.00006526478,0.0002547059,0.000639373,0.0002456876],"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":[0.00007358492,0.00005125213,0.0007803995,0.000318969,0.00001864284,0.0005204387,0.006786445,0.000225697,0.0007923121,0.5880785,0.2934973,0.1088565],"study_design_scores_gemma":[0.000002117625,0.000006860476,0.0001237429,0.0001081454,0.000003320444,0.0001374098,0.0005902007,0.00003945305,0.0001424768,0.00742878,0.9914118,0.000005608929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004631146,0.0176106,0.01023785,0.02350361,0.01290283,0.0001065976,0.000650742,0.0004903218,0.9298664],"genre_scores_gemma":[0.03818756,0.007324262,0.005515856,0.006119165,0.001832788,0.00008548894,0.0005976995,0.0004597531,0.9398774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1158233,"threshold_uncertainty_score":0.3874676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498805518128448,"score_gpt":0.2037039170255649,"score_spread":0.1787158618442804,"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."}}