{"id":"W4304172087","doi":"10.4000/hommesmigrations.14408","title":"Nos frangins","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393176,0.0005245433,0.0003159995,0.0005807254,0.01357979,0.004355499,0.0006315907,0.001743778,0.05007657],"category_scores_gemma":[0.002288484,0.0002359101,0.0001684406,0.0007132041,0.005913779,0.003099566,0.003278193,0.003514112,0.008593375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004660009,"about_ca_system_score_gemma":0.003365925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886114,"about_ca_topic_score_gemma":0.0549755,"domain_scores_codex":[0.9991566,0.0002143546,0.00002027943,0.0001229399,0.0001315564,0.0003542141],"domain_scores_gemma":[0.9995202,0.00009011398,0.00008696245,0.00005588947,0.0001191812,0.000127672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008843499,0.00003688562,0.002795743,0.0002033817,0.00001001192,0.0009850308,0.08671964,0.00005989406,0.0007476854,0.5766431,0.2588957,0.07281445],"study_design_scores_gemma":[0.000001901863,0.000007223505,0.0009151544,0.0001115806,0.000001500359,0.0001146048,0.01057296,0.000008961268,0.00008255228,0.003155284,0.9850241,0.000004072148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05437456,0.02200163,0.0009178169,0.07357946,0.007956819,0.00005858511,0.0002138208,0.0001019839,0.8407953],"genre_scores_gemma":[0.1835523,0.005333005,0.0004159599,0.01031509,0.0008584445,0.00004562363,0.00007634657,0.00007127212,0.799332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05007657,"threshold_uncertainty_score":0.1675228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350352246682259,"score_gpt":0.2059043480485283,"score_spread":0.1924008255817057,"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."}}