{"id":"W1560762822","doi":"","title":"Generation Gap!: A comparison of seven psychometric properties between generations and their implications for medical schools","year":2015,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology; Medical education; Computer science; Applied psychology; Medicine","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":[0.01795829,0.0003951135,0.0003374091,0.002571871,0.0008017863,0.00150637,0.0007223447,0.0007334743,0.002929963],"category_scores_gemma":[0.04958073,0.0002697923,0.001284958,0.001357985,0.001044965,0.001794388,0.003054952,0.000787437,0.0003472043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007001,"about_ca_system_score_gemma":0.001099334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473335,"about_ca_topic_score_gemma":0.001492928,"domain_scores_codex":[0.9955968,0.002304034,0.0004059968,0.0003119447,0.001068118,0.0003130321],"domain_scores_gemma":[0.9471003,0.03149093,0.01017419,0.004259899,0.004531094,0.002443491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002493828,0.0001396362,0.9700088,0.00003224393,0.00009921181,0.00002780632,0.002226705,0.0001205435,0.0001280616,0.0004962186,0.0005226677,0.02594878],"study_design_scores_gemma":[0.00004298686,0.00053343,0.9914214,0.00006498439,0.00006532826,0.0001141318,0.004466724,0.0008413857,0.0002868017,0.001012351,0.001128338,0.00002212835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972153,0.0001182526,0.0005985753,0.0001759821,0.0000245081,0.00005538905,0.0001408218,0.00001563554,0.001655457],"genre_scores_gemma":[0.9986507,0.00004568224,0.0007868569,0.00004744226,0.000009787535,0.00007988228,0.0002030328,0.000008457733,0.0001682661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01795829,"threshold_uncertainty_score":0.09497362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143621104435079,"score_gpt":0.3320733176258525,"score_spread":0.2177112071823445,"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."}}