{"id":"W4285541299","doi":"10.4000/books.efa.13907","title":"Chapitre 15 – Autres éléments du palmarès","year":2021,"lang":"fr","type":"book-chapter","venue":"École française d’Athènes eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Political 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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0005775724,0.0014544,0.00139504,0.0002701727,0.001906858,0.000452359,0.001125852,0.001554205,0.01629768],"category_scores_gemma":[0.00021451,0.00147573,0.001069212,0.00008496994,0.003520565,0.0003573567,0.0004698592,0.00093681,0.002158433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211289,"about_ca_system_score_gemma":0.001820577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01436985,"about_ca_topic_score_gemma":0.03177708,"domain_scores_codex":[0.9930506,0.0004322491,0.001469643,0.001681873,0.001747579,0.001618006],"domain_scores_gemma":[0.995521,0.0003992149,0.0008702163,0.001197845,0.001045661,0.0009660622],"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":[0.00002907298,0.0001542605,0.003726839,0.0002378119,0.0004652707,0.000269587,0.03610789,0.00003238013,0.0002290635,0.947637,0.005438516,0.005672303],"study_design_scores_gemma":[0.00102385,0.00008439399,0.004857688,0.0005976703,0.0004478311,0.00002973021,0.004041073,0.000173069,0.0003861517,0.0008963299,0.9858204,0.001641869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.373288,0.003275311,0.00003895018,0.004608827,0.005923841,0.001961336,0.0006871988,0.0003931588,0.6098233],"genre_scores_gemma":[0.06047085,0.0005428103,0.0003333164,0.007200611,0.003817504,0.000140686,0.0003398824,0.0002200922,0.9269342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9803818,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07758571800091572,"score_gpt":0.3191848897333983,"score_spread":0.2415991717324826,"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."}}