{"id":"W4254571732","doi":"10.4414/saez.2010.14979","title":"Kompetenzprofile Humanmedizin und Bedarf im Arbeitsmarkt","year":2010,"lang":"de","type":"article","venue":"Schweizerische Ärztezeitung","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003778093,0.0007848497,0.0008866836,0.0003870299,0.00363023,0.0005627034,0.001929544,0.002093019,0.003930762],"category_scores_gemma":[0.001232454,0.0008100062,0.0005425921,0.002350566,0.003737656,0.0007839417,0.0005217658,0.00358355,0.00273827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851419,"about_ca_system_score_gemma":0.001153142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130215,"about_ca_topic_score_gemma":0.0019286,"domain_scores_codex":[0.9935802,0.0004060173,0.001238314,0.001347352,0.001395635,0.002032449],"domain_scores_gemma":[0.9963137,0.0002981279,0.0007067118,0.00144093,0.0007505317,0.0004900092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007672921,0.0007313887,0.02052884,0.0002153005,0.001256394,0.00008564701,0.04060136,0.000003582561,0.05750597,0.7277504,0.1404263,0.01081809],"study_design_scores_gemma":[0.00126179,0.0001624698,0.006430236,0.00008026333,0.0004631317,0.000006209224,0.01745622,0.0001484424,0.005892595,0.008554475,0.9581567,0.001387489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7912679,0.006868697,0.0003427115,0.01395557,0.02631548,0.001872129,0.0002278475,0.001575835,0.1575738],"genre_scores_gemma":[0.9625628,0.001571241,0.01081845,0.001448956,0.009299451,0.0001766844,0.0002201981,0.0001828751,0.01371937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177304,"threshold_uncertainty_score":0.9994351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686179035419132,"score_gpt":0.3175156416809128,"score_spread":0.3006538513267215,"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."}}