{"id":"W6927077983","doi":"10.25976/xy3y-d858","title":"RivTemp--MPO_Moncton","year":2021,"lang":"en","type":"dataset","venue":"DataStream","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Variety (cybernetics); Foundation (evidence); Watershed; Oncorhynchus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004414376,0.0003499551,0.0005417354,0.0001545654,0.00008439234,0.00005289937,0.0001313962,0.0002963325,0.004814258],"category_scores_gemma":[0.00008480727,0.0002903432,0.0001954595,0.0002500403,0.00006143755,0.00005844276,0.0001852498,0.0004244763,0.001947975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150009,"about_ca_system_score_gemma":0.0002010201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009925984,"about_ca_topic_score_gemma":0.0001071581,"domain_scores_codex":[0.9985681,0.00003312788,0.0002903424,0.0005609728,0.0002587053,0.0002887203],"domain_scores_gemma":[0.9979694,0.00004567199,0.0001128944,0.00157194,0.0000753038,0.0002247868],"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":[0.00002125308,0.0008159773,0.001229451,0.0001307141,0.0003986535,0.000865364,9.49981e-7,1.486735e-7,0.000005663892,0.000001350733,0.9943993,0.002131155],"study_design_scores_gemma":[0.0009728151,0.0002298606,0.001771472,0.000278851,0.0007682302,0.0003295986,0.00001017558,8.900935e-7,0.0001407317,0.000003966599,0.9952934,0.0002000343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002329715,0.0003475278,0.000002909985,0.00008423551,0.0004907715,0.0003890273,0.9977492,0.00005427243,0.0006490932],"genre_scores_gemma":[0.00002797436,0.0005302131,0.0001616483,0.0002433184,0.0004549169,0.0001093885,0.9978197,0.00002400582,0.000628898],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002866284,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280958981260726,"score_gpt":0.3227839024774305,"score_spread":0.2999743126648232,"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."}}