{"id":"W4406767527","doi":"10.1484/j.rb.5.145388","title":"Comptes rendus","year":2024,"lang":"fr","type":"article","venue":"Revue Bénédictine","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005204291,0.0002631897,0.0002923393,0.00009544005,0.000347471,0.0002958183,0.0002763154,0.0002850729,0.007718455],"category_scores_gemma":[0.0002187221,0.0002629048,0.000214061,0.0005065315,0.0008553849,0.0004007162,0.00006697745,0.0003881531,0.006701564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211642,"about_ca_system_score_gemma":0.0005155611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888922,"about_ca_topic_score_gemma":0.001068225,"domain_scores_codex":[0.9977341,0.000279618,0.0004695693,0.0004904749,0.0003658962,0.0006602905],"domain_scores_gemma":[0.9988163,0.0003299242,0.00008963553,0.0003032126,0.000168609,0.0002923357],"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":[0.00000478444,0.0001164771,0.002720988,0.0005937873,0.0001822471,0.0001189514,0.05304976,0.00009279497,0.0002529084,0.2974777,0.6316522,0.0137374],"study_design_scores_gemma":[0.0001293915,0.00003672337,0.002523008,0.0005305688,0.0001376901,0.00005297939,0.004573476,0.003836759,0.0001309448,0.0004765115,0.9872591,0.000312848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1911327,0.2794655,0.0003530264,0.3335348,0.02939167,0.0008948752,0.0003893531,0.001126236,0.1637118],"genre_scores_gemma":[0.3538465,0.006101776,0.0007399957,0.002542335,0.007985942,0.00001741215,0.00008109841,0.0000587327,0.6286262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4649144,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833325513585543,"score_gpt":0.418750919563978,"score_spread":0.2354183682054237,"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."}}