{"id":"W2729368149","doi":"10.18162/ritpu.2008.153","title":"10.18162/ritpu.2008.153","year":2016,"lang":"fr","type":"dataset","venue":"","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001207309,0.001418548,0.0008762238,0.004845844,0.000836072,0.002803971,0.001787338,0.001067695,0.4512211],"category_scores_gemma":[0.00304735,0.0007549576,0.0009655733,0.005594128,0.0003853174,0.001382865,0.002281462,0.001130533,0.7218803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045879,"about_ca_system_score_gemma":0.001094892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00882211,"about_ca_topic_score_gemma":0.009092337,"domain_scores_codex":[0.9993415,0.00007352768,0.00007994768,0.0002096463,0.0001799689,0.0001152644],"domain_scores_gemma":[0.9985139,0.0002720523,0.0001116223,0.0006654768,0.0002706043,0.0001663676],"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":[0.00009451186,0.00008788202,0.002801584,0.0002878931,0.00001645057,0.00003624705,0.00005320639,0.0001892181,0.0003526055,0.0004558229,0.935107,0.0605176],"study_design_scores_gemma":[0.00008408822,0.00003539917,0.007259702,0.000134202,0.0000130729,0.0001279321,0.0001095193,0.0007572134,0.00061917,0.000529486,0.9903113,0.0000188605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004093796,0.0003619504,0.00125768,0.0002960043,0.0002205453,0.0001154054,0.943238,0.008615588,0.04180101],"genre_scores_gemma":[0.004031377,0.0003263236,0.001955706,0.0001756063,0.00005387326,0.0002354955,0.9492078,0.001056244,0.04295747],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5487789,"threshold_uncertainty_score":0.7827665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05770267853692994,"score_gpt":0.3689480330291577,"score_spread":0.3112453544922277,"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."}}