{"id":"W3083203886","doi":"10.4000/hommesmigrations.11652","title":"Dominique Manotti, Marseille 73","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art; Prologue; Literature","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":["insufficient_payload"],"category_scores_codex":[0.00005409665,0.0002417781,0.0003724408,0.00002789705,0.004288923,0.0002302692,0.000174433,0.0001059576,0.006917101],"category_scores_gemma":[0.00006059876,0.0002010897,0.0004323935,0.0001466806,0.0003305631,0.0002122689,0.00008045705,0.0002431917,0.001193162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410823,"about_ca_system_score_gemma":0.00003216929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647275,"about_ca_topic_score_gemma":0.008614697,"domain_scores_codex":[0.9987174,0.0000863016,0.0003763514,0.0003019552,0.0001850859,0.0003329575],"domain_scores_gemma":[0.9992847,0.00009698618,0.0001036742,0.0001486445,0.0001427301,0.000223196],"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":[0.000006309493,0.00009342487,0.00005222782,0.00003673012,0.0001761755,0.00001043685,0.1055828,0.00001518923,0.00001728957,0.1038106,0.78445,0.005748761],"study_design_scores_gemma":[0.0001910144,0.0001048951,0.00004654569,0.00001992027,0.0002760139,0.000001032323,0.01512305,0.0002767731,0.000008537924,0.001668199,0.9820078,0.0002762049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0173943,0.1306941,0.0003855748,0.8388196,0.0007566806,0.0002236131,0.0003208389,0.0001058592,0.01129947],"genre_scores_gemma":[0.255674,0.01645152,0.0007964484,0.01317251,0.006082392,0.0001138647,0.0001931893,0.00005112434,0.7074649],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8256471,"threshold_uncertainty_score":0.9995845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672157003195259,"score_gpt":0.2249533338666786,"score_spread":0.198231763834726,"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."}}