{"id":"W7154562402","doi":"10.2310/6620.2009.00001a","title":"ESCD-GERDA 2010","year":2009,"lang":"en","type":"article","venue":"Dermatitis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001242545,0.0006665371,0.000872031,0.001705334,0.0007795065,0.002317327,0.0007721213,0.002113829,0.1039453],"category_scores_gemma":[0.001518,0.0001518286,0.000927571,0.0007302503,0.0005586197,0.0007806609,0.001604208,0.001279321,0.03147981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513717,"about_ca_system_score_gemma":0.001307874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590329,"about_ca_topic_score_gemma":0.002347101,"domain_scores_codex":[0.9993287,0.000115474,0.00006341695,0.0001093617,0.0002492511,0.0001338525],"domain_scores_gemma":[0.9989477,0.00008480237,0.0001006529,0.0002189437,0.0004407155,0.0002072135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001550364,0.0005651941,0.008416911,0.001134707,0.0001557544,0.00294945,0.0001397259,0.0003760648,0.007340978,0.0110508,0.3014863,0.6648338],"study_design_scores_gemma":[0.0001969964,0.0003392966,0.01488518,0.0006979844,0.0001459596,0.01002821,0.0002155657,0.000180115,0.003658997,0.004122784,0.9655123,0.00001661949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07427286,0.1354648,0.007250481,0.03792755,0.02613764,0.0004925051,0.01019037,0.001993353,0.7062705],"genre_scores_gemma":[0.2846217,0.0564375,0.00794399,0.008911385,0.006029055,0.0002126243,0.006259141,0.0005173751,0.6290672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1039453,"threshold_uncertainty_score":0.3477318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839636718517843,"score_gpt":0.1921379965508985,"score_spread":0.1637416293657201,"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."}}