{"id":"W4377084491","doi":"10.7202/1097119ar","title":"L’IRDS","year":2023,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Physics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001435464,0.000239831,0.0002109257,0.0004537022,0.0001521333,0.000110251,0.0003047086,0.0002797577,0.001396194],"category_scores_gemma":[0.0003871168,0.00034273,0.000149226,0.003197685,0.000096615,0.000328248,0.00003283736,0.0003164665,0.2480042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009943082,"about_ca_system_score_gemma":0.0003158708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001795226,"about_ca_topic_score_gemma":0.00008182881,"domain_scores_codex":[0.9977227,0.0003161248,0.0004010949,0.0005279636,0.0002311266,0.000801016],"domain_scores_gemma":[0.9983631,0.0001500805,0.0002052074,0.0008276569,0.0001762435,0.0002777381],"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":[0.00002486384,0.0003260176,0.005773616,0.000422009,0.00005771424,0.00001461578,0.004927085,0.0003780963,0.006768639,0.03774477,0.867336,0.07622656],"study_design_scores_gemma":[0.0003365964,0.00004464162,0.1545686,0.0004234809,0.00008654749,0.0001160205,0.0004864175,0.00609858,0.0002907014,0.009587827,0.8276318,0.0003287807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4416444,0.01416744,0.001231026,0.3685862,0.03259461,0.001250597,0.0003746319,0.001968412,0.1381827],"genre_scores_gemma":[0.6355547,0.003517299,0.002630731,0.0006282783,0.008367838,0.0002872344,0.0007208366,0.0004341269,0.347859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3679579,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100183718065316,"score_gpt":0.3764525938813621,"score_spread":0.3154507567007089,"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."}}