{"id":"W2414291602","doi":"10.4000/hommesmigrations.3534","title":"Histoire de photos","year":2015,"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":"Art","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":[0.0008501699,0.0007884589,0.0003147289,0.003561182,0.003936398,0.002821458,0.0008836456,0.00102917,0.2405222],"category_scores_gemma":[0.003493373,0.0004323818,0.0004566455,0.002367611,0.001468478,0.002488711,0.001911965,0.003022448,0.09941899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819026,"about_ca_system_score_gemma":0.001486977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121775,"about_ca_topic_score_gemma":0.03323644,"domain_scores_codex":[0.9989944,0.0001479131,0.00004223606,0.0001779087,0.0005657902,0.00007175736],"domain_scores_gemma":[0.9977928,0.000330505,0.0001010014,0.0004570217,0.001168062,0.0001506126],"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":[0.00008879993,0.00002129546,0.000384272,0.0003867072,0.000009109499,0.0005315759,0.002945077,0.0001320598,0.006340592,0.007572819,0.879109,0.1024787],"study_design_scores_gemma":[0.0000016023,0.00000327978,0.0005440611,0.00004821237,0.000001184501,0.0001677093,0.000601856,0.0000167654,0.000315012,0.0003404509,0.9979545,0.000005416774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006924079,0.00432519,0.01481083,0.01173183,0.022135,0.0009675416,0.01780931,0.002840083,0.9184563],"genre_scores_gemma":[0.04160766,0.003225681,0.01893108,0.003182892,0.003322879,0.0004612188,0.006287326,0.003180625,0.9198006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2405222,"threshold_uncertainty_score":0.8046269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0581394785991862,"score_gpt":0.2799286207044575,"score_spread":0.2217891421052713,"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."}}