{"id":"W3191839249","doi":"10.14288/1.0396666","title":"CCRN Evaluation Report","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001402553,0.00001693137,0.00009360449,0.0000094032,0.00007365407,0.0000448462,0.00006897999,0.00004362708,0.0003790102],"category_scores_gemma":[0.00002489334,0.00007533219,0.00003920018,0.0001314343,0.00003236223,0.0001264685,0.00002555644,0.00003783971,0.00002561369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570021,"about_ca_system_score_gemma":0.00004181435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007917983,"about_ca_topic_score_gemma":0.03875436,"domain_scores_codex":[0.9995626,0.00001668961,0.00007282241,0.0001408358,0.0001237555,0.00008332295],"domain_scores_gemma":[0.9995748,0.00001044708,0.00002083499,0.000191026,0.0001684916,0.000034401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[9.33153e-7,0.0001050133,0.004781656,0.0001509944,0.00009481149,0.0006103372,0.0003049058,0.001582489,0.1080265,0.000004530424,0.01732482,0.867013],"study_design_scores_gemma":[0.000357585,0.000005185789,0.9930268,0.00004959792,0.0000503012,0.0004161534,0.001182487,0.001214163,0.0002304267,0.0005156939,0.00281156,0.0001400351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953243,0.0001336341,0.0004214064,0.00003329538,0.0001923557,0.00007679391,0.00003258232,0.0001632817,0.003622315],"genre_scores_gemma":[0.9987482,0.00005162871,0.0008170487,0.000005331268,0.00003055011,6.959942e-7,0.00004984689,0.00001124405,0.0002854342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882451,"threshold_uncertainty_score":0.9986884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528284095326616,"score_gpt":0.1889650522078188,"score_spread":0.1736822112545527,"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."}}