{"id":"W4210280564","doi":"10.4414/bms.2020.18996","title":"Erfolgreiche Nachwuchsfrderung","year":2020,"lang":"de","type":"article","venue":"Bulletin des Médecins Suisses","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001247385,0.0006987043,0.001227892,0.00009969774,0.002689216,0.00005668182,0.0006881235,0.0007738494,0.02690358],"category_scores_gemma":[0.01494532,0.0006053125,0.0002911504,0.0006929947,0.0007211295,0.00005532109,0.0006866961,0.002315581,0.05319859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725858,"about_ca_system_score_gemma":0.001174128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009120567,"about_ca_topic_score_gemma":0.0001159734,"domain_scores_codex":[0.9926443,0.001299957,0.001633177,0.001051679,0.0008869325,0.002483985],"domain_scores_gemma":[0.9925863,0.002822079,0.0004530021,0.0005619226,0.0004688,0.003107934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003978554,0.0003496388,0.039122,0.004435798,0.0002949799,0.0002354849,0.0128154,0.000004356722,0.00003643639,0.0007400293,0.9014118,0.04015625],"study_design_scores_gemma":[0.00215938,0.0005849295,0.02213182,0.001105714,0.0002492669,0.000002967457,0.004759856,0.00004459769,0.00005876269,0.0001121542,0.9682264,0.0005642062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1364308,0.2840106,0.0008755796,0.5216159,0.008056419,0.003933144,0.0002968762,0.001090701,0.04369005],"genre_scores_gemma":[0.7273022,0.06881232,0.00533142,0.1622177,0.01935633,0.0003399209,0.00009039461,0.0003257462,0.01622399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5908714,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437639887602931,"score_gpt":0.3962760108781505,"score_spread":0.2525120221178574,"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."}}