{"id":"W4401312747","doi":"10.18260/1-2--48391","title":"Board 90: Work in Progress: Response to Failure and Success in an ECE Course","year":2024,"lang":"en","type":"article","venue":"","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Pediatric Oncology Group","funders":"","keywords":"Course (navigation); Work (physics); Computer science; Reliability engineering; Engineering; Mechanical engineering; Aerospace engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003550364,0.0005986765,0.0005150592,0.001556501,0.001886272,0.002791916,0.001023072,0.002081203,0.009420551],"category_scores_gemma":[0.02913479,0.00034097,0.000724542,0.0007448636,0.001397769,0.001374676,0.002981451,0.005422325,0.003083381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797151,"about_ca_system_score_gemma":0.001043289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005727691,"about_ca_topic_score_gemma":0.007767644,"domain_scores_codex":[0.9969959,0.0008944477,0.0002858873,0.0002758123,0.0009088581,0.0006390915],"domain_scores_gemma":[0.956205,0.005951344,0.01448061,0.00103511,0.004142832,0.01818511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006387976,0.003974179,0.9589037,0.00009116909,0.0001382591,0.0002599495,0.006104286,0.0004565174,0.0006709901,0.0002398483,0.006696205,0.02182598],"study_design_scores_gemma":[0.0000234927,0.0005938885,0.987502,0.0000408489,0.00001741263,0.00004824509,0.009302603,0.0003398573,0.0001193089,0.000154842,0.001817908,0.00003951214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9948204,0.0001038298,0.0001015432,0.001118824,0.0001881264,0.0000871362,0.0001778024,0.00002157229,0.003380792],"genre_scores_gemma":[0.9955484,0.0001617885,0.0001668327,0.0003501867,0.0001276696,0.0002121178,0.0003697298,0.00001758404,0.003045766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009420551,"threshold_uncertainty_score":0.03151488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077142376713038,"score_gpt":0.3902573038411314,"score_spread":0.369485880074001,"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."}}