{"id":"W4233996524","doi":"10.29173/af29355","title":"Introduction","year":2018,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002129045,0.001271541,0.0008502512,0.003860427,0.003707087,0.007498517,0.001187645,0.002487882,0.2402084],"category_scores_gemma":[0.006422833,0.0003518407,0.0009478506,0.002680839,0.001265369,0.002455062,0.002240674,0.002837308,0.08560739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006601744,"about_ca_system_score_gemma":0.004969417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668799,"about_ca_topic_score_gemma":0.02333637,"domain_scores_codex":[0.9966967,0.0006511574,0.0001686906,0.0006506524,0.001409666,0.0004231468],"domain_scores_gemma":[0.9967846,0.0006456508,0.0002079987,0.0003088429,0.001712962,0.0003400455],"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":[0.000104832,0.00004395849,0.000799774,0.0005125531,0.0000149174,0.0001110665,0.000498519,0.0003908763,0.0004227037,0.08277864,0.7965763,0.117746],"study_design_scores_gemma":[0.000004123845,0.000007185874,0.000611646,0.0001572319,0.000002035487,0.00003064384,0.00007322479,0.0000366406,0.00007579181,0.001120725,0.9978746,0.000006027211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005258102,0.04207871,0.008828324,0.05845154,0.07324633,0.0002706599,0.01432929,0.001664014,0.795873],"genre_scores_gemma":[0.03379981,0.01346291,0.003702585,0.007237442,0.0212303,0.000402305,0.006778276,0.0008536387,0.9125327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7597916,"threshold_uncertainty_score":0.8035772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565438627570607,"score_gpt":0.2733551589142475,"score_spread":0.2477007726385414,"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."}}