{"id":"W4311398420","doi":"10.4000/hommesmigrations.14738","title":"Valentine Hamet, Les Couleurs","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":[0.001728698,0.0006792053,0.0004137821,0.0007490783,0.003669596,0.003599986,0.0007491626,0.002579067,0.02857764],"category_scores_gemma":[0.006813002,0.0003076298,0.0002869747,0.0005045519,0.00235001,0.002790261,0.001216762,0.006207305,0.009668331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566231,"about_ca_system_score_gemma":0.003282187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03073454,"about_ca_topic_score_gemma":0.0482614,"domain_scores_codex":[0.9984313,0.0007484463,0.00004862262,0.0002652948,0.0003837553,0.0001225662],"domain_scores_gemma":[0.9979895,0.0009677093,0.0001937141,0.00007086273,0.0004800181,0.0002981523],"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":[0.00003642693,0.00002038058,0.0007931429,0.000153377,0.00001263115,0.0002653635,0.003482309,0.00005494174,0.0001397506,0.03177067,0.9243016,0.03896942],"study_design_scores_gemma":[0.000002951211,0.000005228201,0.0005389311,0.0001200151,0.000001670704,0.0002637485,0.001228431,0.00002955606,0.00009042653,0.002226124,0.9954846,0.0000083455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00559749,0.1186417,0.001809094,0.7264674,0.05319306,0.00003661734,0.0003917934,0.0002107968,0.09365211],"genre_scores_gemma":[0.1221649,0.07984421,0.003147043,0.2342347,0.01797798,0.0001086038,0.0003019457,0.0004284169,0.5417922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03073454,"threshold_uncertainty_score":0.09560168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553199472317828,"score_gpt":0.2854167462224633,"score_spread":0.2300967989906805,"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."}}