{"id":"W2581592501","doi":"10.18162/ritpu.2013.228","title":"10.18162/ritpu.2013.228","year":2016,"lang":"fr","type":"dataset","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":[0.001085521,0.002009097,0.00120092,0.004796089,0.001140936,0.003314708,0.002056335,0.001429964,0.2993606],"category_scores_gemma":[0.004071893,0.000743186,0.001268961,0.006239446,0.0004670766,0.002031177,0.003035651,0.001384379,0.5905544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391202,"about_ca_system_score_gemma":0.001949327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710103,"about_ca_topic_score_gemma":0.02223888,"domain_scores_codex":[0.9989673,0.0001427186,0.0001154652,0.0002807835,0.0002649349,0.0002287769],"domain_scores_gemma":[0.9986135,0.0001834641,0.00009705846,0.0005382675,0.0003593539,0.0002083905],"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":[0.00008598093,0.00004559267,0.001231394,0.0003033534,0.00001594779,0.00003037625,0.00003365829,0.0001787673,0.0002724776,0.0003715011,0.9769883,0.02044263],"study_design_scores_gemma":[0.00008331586,0.00002954346,0.003039474,0.0001330125,0.00001178046,0.00008781163,0.0001281609,0.0007747798,0.000812763,0.0005211793,0.9943544,0.00002376119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001376488,0.0003471983,0.0007305288,0.0002707031,0.0003196787,0.00007188495,0.9767995,0.006628911,0.01345499],"genre_scores_gemma":[0.001769857,0.0002453925,0.0008932339,0.0001388788,0.00005492943,0.0001262049,0.9801855,0.00052937,0.01605667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7006394,"threshold_uncertainty_score":0.999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328719505286631,"score_gpt":0.27872003170675,"score_spread":0.2554328366538837,"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."}}