{"id":"W4396702584","doi":"10.3917/cape.581.0046","title":"Au pays du 14/20","year":2022,"lang":"fr","type":"article","venue":"Cahiers pédagogiques","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science; Business","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001444075,0.0003383594,0.0003480216,0.000110306,0.002554637,0.0001522726,0.0006377975,0.0003361735,0.003567874],"category_scores_gemma":[0.0005433736,0.0003614744,0.000271547,0.0004123744,0.002952205,0.0004843264,0.0001782582,0.0008206869,0.0002311857],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009581227,"about_ca_system_score_gemma":0.001930352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009703545,"about_ca_topic_score_gemma":0.00637644,"domain_scores_codex":[0.9953154,0.001753221,0.0004898689,0.0005550545,0.0008526905,0.001033746],"domain_scores_gemma":[0.9983447,0.0002972287,0.0002514037,0.0003862457,0.0002864912,0.0004339982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001309613,0.0001574275,0.005743437,0.00004146395,0.00008779394,0.00004715924,0.531334,0.0001868855,0.0001050414,0.2313107,0.2281892,0.002783847],"study_design_scores_gemma":[0.0002370652,0.0001037924,0.001526517,0.00001255154,0.00006404857,0.00001694599,0.1556866,0.0001577008,0.0002904547,0.001212118,0.8402776,0.0004145934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458627,0.007709869,0.0003127951,0.1205304,0.01103725,0.0008801511,0.0004600428,0.00047571,0.1127312],"genre_scores_gemma":[0.5075424,0.001216301,0.0004791652,0.01973039,0.002874549,0.0001143704,0.0001354983,0.00005722663,0.4678501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6120884,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09414731391345005,"score_gpt":0.3751873037578504,"score_spread":0.2810399898444004,"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."}}