{"id":"W2337233821","doi":"10.7202/1034207ar","title":"Présentation","year":2015,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Humanities; Geography; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003164694,0.0009377662,0.0008198473,0.002071695,0.003947126,0.01104212,0.002889456,0.004502967,0.4128167],"category_scores_gemma":[0.01376324,0.0004005456,0.001069565,0.001950935,0.001673413,0.00645709,0.006167568,0.003820651,0.1973971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004354329,"about_ca_system_score_gemma":0.006034009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146545,"about_ca_topic_score_gemma":0.004036789,"domain_scores_codex":[0.9962332,0.000814722,0.0002482732,0.0007932356,0.001417287,0.0004933009],"domain_scores_gemma":[0.9944063,0.0009430839,0.0002389769,0.0009497285,0.00251209,0.0009498092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001198144,0.00006188295,0.0006378544,0.0003916752,0.0000194593,0.0003459057,0.001109151,0.0001690471,0.0004643781,0.08857999,0.7915239,0.116577],"study_design_scores_gemma":[0.000006969601,0.00001273236,0.0002018583,0.0001476959,0.000004636468,0.0001518896,0.0003478119,0.00005484473,0.000147629,0.005486398,0.9934302,0.000007229918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002951236,0.006970981,0.009626185,0.0487656,0.03910923,0.0003591248,0.004235236,0.001413406,0.886569],"genre_scores_gemma":[0.02907228,0.006230929,0.005078344,0.01441083,0.00696218,0.0004090134,0.004538599,0.00092497,0.9323729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5871832,"threshold_uncertainty_score":0.8375456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3229186341372633,"score_gpt":0.3970268432578272,"score_spread":0.07410820912056387,"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."}}