{"id":"W7097095827","doi":"","title":"DÉPARTEMENT D’INFORMATIQUE ET DE GÉNIE LOGICIEL","year":2008,"lang":"en","type":"article","venue":"","topic":"Artificial Intelligence in Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Computer software; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005271216,0.001619344,0.001868072,0.003372267,0.004313721,0.007696336,0.00216035,0.004239183,0.06374211],"category_scores_gemma":[0.01179136,0.0008567949,0.001858035,0.002362796,0.00511894,0.00444854,0.003529561,0.01227252,0.01929504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355619,"about_ca_system_score_gemma":0.01042502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913228,"about_ca_topic_score_gemma":0.01846704,"domain_scores_codex":[0.9937004,0.001792236,0.0002634079,0.001310122,0.0019899,0.0009438976],"domain_scores_gemma":[0.9884917,0.005587945,0.0004986987,0.0008113015,0.002327299,0.002283139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007242319,0.0003910733,0.005458827,0.0009480203,0.0001316394,0.0007648174,0.003067717,0.003536783,0.002926538,0.611281,0.1410125,0.2297568],"study_design_scores_gemma":[0.0001393988,0.0002374569,0.009717114,0.000423991,0.00003751338,0.001257412,0.0007799552,0.00627668,0.006571202,0.0937593,0.8806795,0.0001205022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05237688,0.115826,0.1014667,0.1904048,0.02389269,0.0004160625,0.003021885,0.002301169,0.5102937],"genre_scores_gemma":[0.251147,0.04751047,0.04407069,0.004328665,0.01028246,0.0003598528,0.001688326,0.000856981,0.6397555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9362579,"threshold_uncertainty_score":0.2132386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412574485176958,"score_gpt":0.3426663235539156,"score_spread":0.278540578702146,"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."}}