{"id":"W4235206613","doi":"10.4000/hommesmigrations.10494","title":"Papicha","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001340678,0.000126278,0.0001664232,0.00003496729,0.0004755368,0.00007972562,0.0001686612,0.0001153532,0.004013289],"category_scores_gemma":[0.00004161697,0.0001313856,0.0001301216,0.0004290692,0.0002148932,0.0001774204,0.00004570556,0.0001262021,0.0082346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005266025,"about_ca_system_score_gemma":0.0001150172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882351,"about_ca_topic_score_gemma":0.003535353,"domain_scores_codex":[0.9989031,0.00009602011,0.0001774911,0.0002193685,0.0002171525,0.0003868687],"domain_scores_gemma":[0.9993902,0.0001123823,0.00006840905,0.0002353401,0.00007315696,0.0001205156],"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":[0.000004470627,0.000136044,0.02983933,0.00002782574,0.0001156601,0.00000454396,0.09444654,0.00001401044,0.00003118124,0.2919465,0.4429432,0.1404907],"study_design_scores_gemma":[0.0001539598,0.00003824573,0.008914735,0.00003061917,0.00003800654,7.660541e-7,0.04773212,0.00004834994,0.000006691878,0.0009970191,0.9418889,0.000150588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.229457,0.270918,0.000136312,0.08466766,0.005908678,0.0006085061,0.00008848259,0.0001210733,0.4080943],"genre_scores_gemma":[0.6193859,0.0008080943,0.0001374516,0.001182338,0.0006007703,0.00001886088,0.000007615466,0.000009424287,0.3778496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4989457,"threshold_uncertainty_score":0.9968972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376007502664066,"score_gpt":0.2853834050306293,"score_spread":0.2616233300039886,"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."}}