{"id":"W4311398381","doi":"10.4000/hommesmigrations.14698","title":"Denis Laborde","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art; Art history","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009533477,0.000136413,0.0001381535,0.00006808655,0.003583614,0.0005306215,0.0001927129,0.0000333237,0.06596651],"category_scores_gemma":[0.00001714519,0.0001517101,0.0001533896,0.0001091364,0.0002047397,0.0003978785,0.0001472223,0.0003081,0.0007251406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032972,"about_ca_system_score_gemma":0.00006917012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01225321,"about_ca_topic_score_gemma":0.06339049,"domain_scores_codex":[0.9990198,0.0001100777,0.0002196478,0.0001837237,0.0002075739,0.0002591932],"domain_scores_gemma":[0.9995422,0.00004834887,0.0000673672,0.0002001411,0.00007359746,0.00006838435],"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":[0.00000315114,0.0001763312,0.00006862406,0.00001581438,0.00003474856,0.00001420887,0.04393386,0.00004354111,0.00005674829,0.3894028,0.5637108,0.00253938],"study_design_scores_gemma":[0.0001547447,0.00008262017,0.0002414195,0.00001280905,0.00008131682,0.00001649313,0.05250513,0.00007225538,0.00001649345,0.00227442,0.9443504,0.0001918725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.4055694,0.4209496,0.00003570095,0.08719008,0.006872948,0.0005071248,0.005046018,0.0002249564,0.07360411],"genre_scores_gemma":[0.2872088,0.0005425417,0.00006152897,0.001063917,0.0009682658,0.00009417439,0.000241682,0.00001652516,0.7098026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6361985,"threshold_uncertainty_score":0.9977136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172380565561902,"score_gpt":0.250016795247,"score_spread":0.218292989591381,"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."}}