{"id":"W4391228244","doi":"10.37571/2024.01","title":"Volume 5, Numéro 1","year":2024,"lang":"fr","type":"paratext","venue":"Didactique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); 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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008176651,0.001908208,0.001702463,0.0008941312,0.0002543631,0.001126853,0.001288145,0.002930503,0.2357764],"category_scores_gemma":[0.0003367197,0.00213143,0.00113014,0.001741747,0.0005684611,0.000586836,0.0006450732,0.00541918,0.9876486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479286,"about_ca_system_score_gemma":0.00205439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279746,"about_ca_topic_score_gemma":0.0002832394,"domain_scores_codex":[0.9926231,0.0008417061,0.001232115,0.00231327,0.0009981012,0.001991734],"domain_scores_gemma":[0.9958652,0.0003445414,0.0005879489,0.001972175,0.0004491416,0.0007810045],"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":[0.00009679897,0.0003442833,0.0001959163,0.002064563,0.001066141,0.001003513,0.002066864,0.0002055149,0.003282815,0.005742832,0.9826323,0.001298426],"study_design_scores_gemma":[0.0003396512,0.000163354,0.000379029,0.002171366,0.000531004,0.0004000007,0.0002149827,0.001402159,0.003142978,0.001196998,0.9879749,0.002083579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003955686,0.0433943,0.0003768619,0.003497681,0.05734574,0.001413587,0.008295181,0.0008267239,0.8808942],"genre_scores_gemma":[0.03092202,0.001952061,0.0003505631,0.0005448742,0.01179911,0.0004223243,0.002629635,0.001945091,0.9494343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7518722,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591167216874426,"score_gpt":0.2951348978081242,"score_spread":0.27922322563938,"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."}}