{"id":"W2961859365","doi":"","title":"Becoming a Stronger Student","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Procrastination; Temptation; Psychology; Automaticity; Social psychology; Control (management); Academic achievement; Applied psychology; Habit; Medical education; Mathematics education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002721916,0.0002665378,0.0003334738,0.0004593153,0.0006691588,0.0003217471,0.0008026593,0.000133013,0.002072053],"category_scores_gemma":[0.0001547982,0.0002496972,0.000114912,0.0008078014,0.0002174618,0.0003370435,0.0007737331,0.0009079742,0.004149233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494385,"about_ca_system_score_gemma":0.00006365142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596917,"about_ca_topic_score_gemma":0.00003352809,"domain_scores_codex":[0.99551,0.00008421853,0.0004043122,0.0009026225,0.001899466,0.001199411],"domain_scores_gemma":[0.9980391,0.0002040386,0.0001095927,0.0002818018,0.001189052,0.0001764284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007378215,0.0007877335,0.894831,0.00008558625,0.000347212,0.000006735452,0.04539483,0.000001115894,0.002378542,0.01855754,0.03576663,0.001769266],"study_design_scores_gemma":[0.001528021,0.0006938689,0.8730704,0.00006901506,0.00002001905,0.00001761023,0.08671913,0.000008898673,0.000210708,0.000557144,0.03680527,0.0002999481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173586,0.0003649842,0.000008749581,0.0008829414,0.0006867472,0.001339712,0.000002648332,0.000177054,0.1791785],"genre_scores_gemma":[0.9371908,0.00007007876,0.00009275725,0.00009448811,0.0005062314,0.0007182217,0.000002874031,0.0000511602,0.06127336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198322,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489371977954868,"score_gpt":0.5006855206497774,"score_spread":0.3517483228542907,"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."}}