{"id":"W1981139164","doi":"10.1002/fors.201590004","title":"Gesucht: Wissensbasierte Antworten","year":2014,"lang":"de","type":"article","venue":"Forschung","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Mathematics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002463271,0.0003918577,0.0008255129,0.0001117575,0.001895803,0.00001829006,0.0003233359,0.0006498265,0.001411139],"category_scores_gemma":[0.003026875,0.0003245595,0.0001771456,0.0003497084,0.0002241823,0.0001023834,0.0002614518,0.001679398,0.01227996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674235,"about_ca_system_score_gemma":0.0004505296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004829058,"about_ca_topic_score_gemma":0.0002030698,"domain_scores_codex":[0.9946597,0.0009594251,0.001074316,0.0005889172,0.0006013738,0.00211624],"domain_scores_gemma":[0.9959453,0.00135927,0.0003540447,0.0006320811,0.0002010265,0.001508269],"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":[0.0001637744,0.0002115726,0.01733555,0.001964675,0.0002091499,0.00004424716,0.006803293,0.000001680639,0.00006608568,0.01108802,0.6706756,0.2914363],"study_design_scores_gemma":[0.00138051,0.0002784193,0.03615936,0.001037537,0.0001522027,0.000001911582,0.001019946,0.001288309,0.00001903436,0.0009815872,0.9573252,0.0003560187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.157241,0.08046676,0.01584663,0.2274889,0.08191677,0.008083412,0.000345298,0.001613254,0.4269979],"genre_scores_gemma":[0.9230164,0.006688759,0.001354255,0.02979477,0.01626752,0.00015677,0.0000909196,0.0001207436,0.02250984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7657754,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04803914898267138,"score_gpt":0.4041256960272325,"score_spread":0.3560865470445612,"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."}}