{"id":"W1531385613","doi":"10.3968/j.css.1923669720130904.2581","title":"College Students’ Occupation Competence","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Competence (human resources); Psychology; Consummation; Medical education; Mathematics education; Pedagogy; Social psychology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009400661,0.0001469687,0.0001574281,0.001792871,0.0004884073,0.001168529,0.0002442026,0.0002081717,0.003685471],"category_scores_gemma":[0.004981263,0.00006532227,0.000233704,0.0006442524,0.0005653444,0.0006737605,0.0008683064,0.0003997459,0.0003011749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294353,"about_ca_system_score_gemma":0.002423441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01163414,"about_ca_topic_score_gemma":0.008654092,"domain_scores_codex":[0.9991556,0.0001105781,0.00006831241,0.00008125331,0.0004553303,0.000128772],"domain_scores_gemma":[0.9986002,0.0002990309,0.000172029,0.00008021756,0.0005154837,0.0003331001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005860678,0.000499009,0.6417916,0.0002243669,0.00004825757,0.0002041329,0.0105192,0.001422385,0.002370382,0.03021738,0.00457968,0.308065],"study_design_scores_gemma":[0.00001153434,0.0001648933,0.9602065,0.0001479239,0.00002798184,0.0002018285,0.008804142,0.004335576,0.001313366,0.009790322,0.01496278,0.00003313461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146997,0.0004227713,0.004118386,0.0007383493,0.00003013639,0.0001082223,0.0001635313,0.00003296912,0.07968605],"genre_scores_gemma":[0.9972915,0.0001495797,0.0006163103,0.00002882263,0.00000480456,0.00002486786,0.00006608587,0.000001595349,0.001816483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01163414,"threshold_uncertainty_score":0.02313286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03092366475313292,"score_gpt":0.3404924367449695,"score_spread":0.3095687719918366,"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."}}