{"id":"W4210292688","doi":"10.4414/saez.2020.18996","title":"Erfolgreiche Nachwuchsfrderung","year":2020,"lang":"de","type":"article","venue":"Schweizerische Ärztezeitung","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001339798,0.001407313,0.001628044,0.0003552615,0.0007573148,0.000359615,0.002095698,0.001423676,0.01385549],"category_scores_gemma":[0.0003964982,0.001444738,0.0009006367,0.001335437,0.0006745209,0.0003946393,0.0004555767,0.003359566,0.03792719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009277421,"about_ca_system_score_gemma":0.0002740125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000163126,"about_ca_topic_score_gemma":0.00001255791,"domain_scores_codex":[0.9907785,0.001776261,0.001629861,0.002603053,0.0008242978,0.002388006],"domain_scores_gemma":[0.9950941,0.0003954336,0.0007756597,0.002007,0.0001844309,0.001543402],"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":[0.006381632,0.002862056,0.04029421,0.0007597741,0.01095876,0.002980282,0.07595634,0.0001085357,0.04577522,0.0674997,0.6883402,0.05808324],"study_design_scores_gemma":[0.006949046,0.001259868,0.00900117,0.0001325849,0.0007773504,0.00009015406,0.002558882,0.0007256064,0.001190991,0.000971596,0.9743387,0.002004081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3258597,0.2126642,0.01363041,0.0634248,0.03897929,0.00343203,0.00052353,0.002442833,0.3390433],"genre_scores_gemma":[0.9545736,0.002762715,0.001856753,0.02480683,0.01068539,0.000130679,0.0001805743,0.000436361,0.004567116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6287139,"threshold_uncertainty_score":0.9998727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05535735041217201,"score_gpt":0.3320978468032907,"score_spread":0.2767404963911187,"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."}}