{"id":"W6887808224","doi":"10.17605/osf.io/qz7y3","title":"TEQ-D validation _ data","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Data validation; Data collection; Empathy; Data quality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01979184,0.001574082,0.001031053,0.003640016,0.001781199,0.001801237,0.001569759,0.00142252,0.1000487],"category_scores_gemma":[0.0936812,0.0009715641,0.001561056,0.002723177,0.001146128,0.001305318,0.003548803,0.002046975,0.07107481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121638,"about_ca_system_score_gemma":0.005267237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765268,"about_ca_topic_score_gemma":0.007497984,"domain_scores_codex":[0.984132,0.005624612,0.002568633,0.001702541,0.00514039,0.0008318756],"domain_scores_gemma":[0.9251723,0.02420009,0.003326937,0.01368418,0.03256847,0.001047858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002497578,0.001682905,0.0678888,0.002261052,0.0004185317,0.0002988086,0.002413092,0.001509005,0.004203949,0.005747098,0.7437437,0.1673356],"study_design_scores_gemma":[0.001555697,0.0009122257,0.2455746,0.00136225,0.0003414273,0.0007591638,0.001473544,0.001374384,0.01265374,0.004028927,0.7296718,0.0002922026],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07450681,0.0004579029,0.03318383,0.001286753,0.000919827,0.01194904,0.8300802,0.002701899,0.0449139],"genre_scores_gemma":[0.09533659,0.0003489099,0.02531977,0.001147676,0.0002565619,0.05295388,0.7958522,0.002522005,0.02626241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1000487,"threshold_uncertainty_score":0.3346961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574269328871274,"score_gpt":0.3442762238089944,"score_spread":0.2885335305202817,"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."}}