{"id":"W2992760364","doi":"10.36834/cmej.43165","title":"Internal medicine residents’ achievement goals and efficacy, emotions, and assessments","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Formative assessment; Summative assessment; Psychology; Self-efficacy; Curiosity; Anxiety; Medical education; Social psychology; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001436363,0.0001347079,0.0001955321,0.0005749519,0.0004066088,0.00006703933,0.0001446514,0.0001785172,0.01664718],"category_scores_gemma":[0.01463563,0.0001161157,0.00002316827,0.0003373935,0.0006894433,0.0001359955,0.00003007887,0.0007155049,0.00004195067],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468955,"about_ca_system_score_gemma":0.01216654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877728,"about_ca_topic_score_gemma":0.002346212,"domain_scores_codex":[0.9980144,0.00008767142,0.0005279174,0.0002334393,0.0008201169,0.0003164843],"domain_scores_gemma":[0.9951085,0.00005187615,0.0001471687,0.0001962004,0.0005968375,0.003899352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003065902,0.000180119,0.02745773,0.00004365439,0.00007612674,0.00002873194,0.0009517482,2.190352e-8,0.00004204902,0.003336574,0.5878353,0.3800173],"study_design_scores_gemma":[0.002180859,0.0007514777,0.7379234,0.001529184,0.0001246511,0.003932445,0.00253027,0.0002585847,0.00002509781,0.001132467,0.2494256,0.000185867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7738048,0.0005394042,0.0006100946,0.2119273,0.00319369,0.0002212299,0.000001666989,0.00001749584,0.009684315],"genre_scores_gemma":[0.9147491,0.0004587708,0.003745764,0.0740726,0.004760107,0.00001512028,0.00003831324,0.00002480886,0.002135383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7104657,"threshold_uncertainty_score":0.9936645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805094333510283,"score_gpt":0.3805418304150766,"score_spread":0.3624908870799737,"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."}}