{"id":"W7105975009","doi":"10.71895/prsm/revue-rise.n6.100","title":"L’approche interdisciplinaire en éducation","year":2025,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Identity (music); Work (physics); Relation (database)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009969776,0.0002795051,0.0003188108,0.001001004,0.00227387,0.001599491,0.001725886,0.0002760019,0.0006491619],"category_scores_gemma":[0.004627232,0.0002634484,0.000179959,0.006037031,0.002395654,0.002152716,0.0005337858,0.0003898655,0.001004498],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00413871,"about_ca_system_score_gemma":0.006013909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363898,"about_ca_topic_score_gemma":0.002026181,"domain_scores_codex":[0.9948943,0.001489208,0.0008515391,0.001023643,0.0008937814,0.0008475335],"domain_scores_gemma":[0.9962754,0.001327124,0.0003036365,0.0006980368,0.001161978,0.0002338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001082637,0.0007890145,0.004172513,0.0006149082,0.00005500862,0.00001103828,0.1805738,0.002007083,0.002550595,0.3253154,0.203612,0.2801904],"study_design_scores_gemma":[0.0003130672,0.0006067331,0.01267898,0.001412503,0.00006878278,0.0001053963,0.1362798,0.08906133,0.002094964,0.7035669,0.05335016,0.0004613199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3918596,0.006646078,0.1028419,0.161555,0.01397813,0.0009826433,0.00003331169,0.00009652846,0.3220068],"genre_scores_gemma":[0.7873319,0.0001839103,0.0071198,0.0002605908,0.0006788909,0.00011772,0.0000182392,0.00001173349,0.2042772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3954723,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3990514430309831,"score_gpt":0.5378429421864193,"score_spread":0.1387914991554361,"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."}}