{"id":"W4411618396","doi":"10.51847/kwbksvxn6m","title":"10.51847/KwBKsvXn6M","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Knowledge management; Applied psychology; Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008318924,0.0008928806,0.0005072508,0.001510363,0.0008206395,0.002036317,0.0005917769,0.001658189,0.8906947],"category_scores_gemma":[0.001150724,0.0002695413,0.0004144838,0.001183169,0.0004482451,0.001928087,0.001395968,0.0008724823,0.8806384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185468,"about_ca_system_score_gemma":0.0006071927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735759,"about_ca_topic_score_gemma":0.002307704,"domain_scores_codex":[0.9993939,0.0001063924,0.00006658839,0.0001484906,0.0001595874,0.000124891],"domain_scores_gemma":[0.9989887,0.0002181561,0.00008760125,0.0001267992,0.0003238325,0.0002548971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003195277,0.0006351036,0.007402941,0.0003446944,0.00002017733,0.0003955636,0.0002481489,0.0002731916,0.003764461,0.003499974,0.1047718,0.8783244],"study_design_scores_gemma":[0.0001545457,0.0004410792,0.02279026,0.0008011588,0.00003804906,0.001728623,0.0009371123,0.001743843,0.002025784,0.003341586,0.9659444,0.00005359733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02337686,0.001341624,0.00430365,0.002581435,0.001153014,0.0002079991,0.0019396,0.001775972,0.9633199],"genre_scores_gemma":[0.0240424,0.0006579547,0.003238441,0.000539237,0.0001408201,0.0001369744,0.001474837,0.0002278704,0.9695415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1093053,"threshold_uncertainty_score":0.1559108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671980660964457,"score_gpt":0.2507143876978932,"score_spread":0.2339945810882486,"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."}}