{"id":"W2276491903","doi":"10.1108/heswbl-02-2015-0004","title":"Psychological attributes and work-integrated learning: an international study","year":2016,"lang":"en","type":"article","venue":"Higher Education Skills and Work-based Learning","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St. Jerome's University","funders":"Liverpool John Moores University","keywords":"Procrastination; Psychology; Originality; Variance (accounting); Value (mathematics); Sample (material); Social psychology; Mathematics; Statistics","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":[0.002278809,0.0002368011,0.000244567,0.001146246,0.0006291653,0.001445175,0.0002162208,0.0002544396,0.004420076],"category_scores_gemma":[0.002935058,0.0001132715,0.0003012177,0.001416461,0.0009881383,0.0009984666,0.001546887,0.00103442,0.0005348787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150444,"about_ca_system_score_gemma":0.0003979772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297018,"about_ca_topic_score_gemma":0.0007436395,"domain_scores_codex":[0.9990356,0.0004229668,0.00006145846,0.0001197789,0.0001877485,0.0001725727],"domain_scores_gemma":[0.9949545,0.00149602,0.001539229,0.0004114817,0.0005246337,0.001074218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002671002,0.00266065,0.942691,0.00009717343,0.00007629514,0.0002785216,0.0149935,0.0002176909,0.001062241,0.001122559,0.0004587041,0.03607449],"study_design_scores_gemma":[0.0000119617,0.0009371377,0.9762928,0.00004277796,0.00002162727,0.0003863474,0.01870607,0.0001899284,0.0004212262,0.0002796113,0.002699337,0.00001102488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975882,0.00008047195,0.0001514707,0.00004283262,0.000006329138,0.00001136948,0.00002651859,0.000001544268,0.002091343],"genre_scores_gemma":[0.9994441,0.00005125968,0.00009786212,0.00001867566,0.000007541008,0.00001192362,0.00003306974,0.00000168558,0.0003339091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420076,"threshold_uncertainty_score":0.0147866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612276748919425,"score_gpt":0.3471304103092885,"score_spread":0.3210076428200943,"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."}}