{"id":"W4411028586","doi":"10.7202/1117769ar","title":"Maquette de couverture","year":2025,"lang":"fr","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006182457,0.0001698478,0.0002131237,0.00003982155,0.00117547,0.000145557,0.0005815542,0.0005166626,0.0007825546],"category_scores_gemma":[0.0003608983,0.0001780912,0.0001679124,0.001195702,0.002309105,0.0002580788,0.00005101877,0.0004417331,0.00009923028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833357,"about_ca_system_score_gemma":0.00067497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03557887,"about_ca_topic_score_gemma":0.01733763,"domain_scores_codex":[0.9981359,0.0002304267,0.0001949032,0.0003359781,0.0004009202,0.0007018787],"domain_scores_gemma":[0.9992056,0.0002418772,0.000116773,0.0001760982,0.00007537047,0.0001842746],"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":[0.00000685411,0.00003640862,0.01133015,0.00002345513,0.0000269691,0.00002082092,0.01467466,0.00001690738,0.00002247652,0.6258677,0.2898177,0.05815588],"study_design_scores_gemma":[0.0001892165,0.00001904516,0.01593081,0.00008853984,0.00004443827,0.000001202128,0.01026347,0.0001718838,0.00004464919,0.04339794,0.9296537,0.0001950964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2544903,0.01825374,0.00363475,0.2862363,0.008676018,0.0002811369,0.00004635073,0.0001180354,0.4282633],"genre_scores_gemma":[0.5089809,0.003514903,0.0007051707,0.01215569,0.001231233,0.00001423562,0.00000163744,0.00001121157,0.4733851],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.639836,"threshold_uncertainty_score":0.9708433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00786137949935689,"score_gpt":0.2665887246448549,"score_spread":0.2587273451454981,"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."}}