{"id":"W4403181157","doi":"10.7202/1113545ar","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Arborescences Revue d études françaises","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001698819,0.0006050339,0.0003541622,0.001400522,0.00256978,0.004199727,0.001435461,0.001831199,0.440966],"category_scores_gemma":[0.005698294,0.0001855165,0.0005467935,0.001299297,0.0008302341,0.001742434,0.0023742,0.001425865,0.2204187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464522,"about_ca_system_score_gemma":0.005153046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198246,"about_ca_topic_score_gemma":0.01331387,"domain_scores_codex":[0.998522,0.000249557,0.00005731453,0.0002990209,0.000614731,0.0002573561],"domain_scores_gemma":[0.9968852,0.0003758235,0.0001239581,0.0003613036,0.001590333,0.0006633777],"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":[0.0001125485,0.00007732266,0.001637098,0.0002502788,0.000006911591,0.0001684199,0.0007542711,0.0001226949,0.000503985,0.07007545,0.7090333,0.2172576],"study_design_scores_gemma":[0.000003947013,0.00001105397,0.0005715929,0.00008408124,0.00000184241,0.0000572308,0.0002178939,0.00001788263,0.00009126306,0.002452922,0.9964863,0.000003984499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004029707,0.002475288,0.005729204,0.01442256,0.007656008,0.0002865771,0.005695056,0.000967113,0.9587386],"genre_scores_gemma":[0.02148954,0.00170101,0.003764668,0.006121779,0.001287771,0.0002692948,0.004330958,0.0003562253,0.9606787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.559034,"threshold_uncertainty_score":0.7973942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002031256942299,"score_gpt":0.3037580579933915,"score_spread":0.2837377454239685,"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."}}