{"id":"W4407479078","doi":"10.37571/2025.01","title":"Volume 6, Numéro 1","year":2025,"lang":"fr","type":"paratext","venue":"Didactique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Mathematics; Physics; Thermodynamics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007406584,0.001757245,0.001931493,0.0009566685,0.0004128595,0.0005306723,0.0016256,0.003075955,0.2267309],"category_scores_gemma":[0.0008144669,0.002130371,0.0009541988,0.001859182,0.0005163889,0.000544271,0.0006382696,0.003907505,0.8976437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387231,"about_ca_system_score_gemma":0.003569847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019756,"about_ca_topic_score_gemma":0.0002465095,"domain_scores_codex":[0.9927217,0.001286299,0.00127952,0.001986274,0.0008093256,0.001916931],"domain_scores_gemma":[0.9947547,0.0006108591,0.0009301,0.002348965,0.0007683652,0.000587016],"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":[0.0001772295,0.0005523834,0.001125049,0.001258302,0.0008409323,0.0002008609,0.000801068,0.00034412,0.001345394,0.004101596,0.9869214,0.002331699],"study_design_scores_gemma":[0.0007324504,0.0001156245,0.001999774,0.00182693,0.0003485938,0.00006782862,0.0001603648,0.0008002694,0.003564314,0.0003473344,0.9882787,0.001757835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001442361,0.01159801,0.001608744,0.002619498,0.02960197,0.001615261,0.00635953,0.0004086932,0.944746],"genre_scores_gemma":[0.01071095,0.001802588,0.0006451415,0.001121255,0.004515616,0.0004291227,0.003132766,0.0006385563,0.977004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6709128,"threshold_uncertainty_score":0.9995173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174605150150139,"score_gpt":0.2905301419066964,"score_spread":0.278784090405195,"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."}}