{"id":"W2910805985","doi":"10.24908/pceea.v0i0.13006","title":"Effects of a Fall Reading Break on First Year Students' Course Performance in Programming","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall of man; Odds; Psychology; Logistic regression; Medical education; Medicine; Mathematics; Statistics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459663,0.0006136085,0.001051977,0.0009608311,0.001971992,0.002862689,0.001286368,0.001169646,0.003882436],"category_scores_gemma":[0.0196183,0.0004720035,0.001076164,0.0005032917,0.001112119,0.0007140277,0.001649562,0.003121256,0.0007116785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195254,"about_ca_system_score_gemma":0.002373216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008599662,"about_ca_topic_score_gemma":0.01680851,"domain_scores_codex":[0.9950913,0.001429291,0.0003559543,0.0005919387,0.001470961,0.00106049],"domain_scores_gemma":[0.9714842,0.01009841,0.00729734,0.001182853,0.00217643,0.007760763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006399166,0.05565299,0.8147167,0.0003192176,0.000639158,0.0004108515,0.03095362,0.0006953044,0.003929303,0.0003823173,0.001815058,0.08408637],"study_design_scores_gemma":[0.0000939399,0.01281538,0.974212,0.00006415028,0.00006642356,0.00003508828,0.01039332,0.0003384457,0.0007935819,0.0001341505,0.001002603,0.00005099014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991248,0.0000427296,0.00005573347,0.0000668951,0.00001681461,0.0000439527,0.00004771471,0.000007991574,0.0005932925],"genre_scores_gemma":[0.9978169,0.00006658725,0.0003415346,0.0000818219,0.00001777116,0.0001786959,0.0001091321,0.000005845977,0.001381714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008599662,"threshold_uncertainty_score":0.0288738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004765606978461637,"score_gpt":0.2448371895568076,"score_spread":0.2400715825783459,"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."}}