{"id":"W7162582885","doi":"10.5749/9781452945552-006","title":"Metis","year":2010,"lang":"","type":"book-chapter","venue":"University of Minnesota Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006945377,0.001768542,0.002410277,0.001113981,0.001162151,0.0001061038,0.00358253,0.003155581,0.007990538],"category_scores_gemma":[0.00006400768,0.002541293,0.001557308,0.00002959878,0.00754566,0.0003469257,0.00254613,0.003069445,0.002650417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702855,"about_ca_system_score_gemma":0.0005910208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491714,"about_ca_topic_score_gemma":0.001923862,"domain_scores_codex":[0.9938986,0.0002120952,0.0009669134,0.002072223,0.001667928,0.001182262],"domain_scores_gemma":[0.9913943,0.0003844565,0.002625884,0.003292987,0.001406659,0.0008956566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003407389,0.0004151761,0.00003060331,0.00129418,0.004799299,0.003568644,0.01191514,0.0000157893,0.0666661,0.8724915,0.008937933,0.02645819],"study_design_scores_gemma":[0.002950274,0.0003118334,0.00003667328,0.0007954162,0.00321517,0.0001222425,0.0002274462,0.00005812918,0.01355659,0.00119432,0.9755036,0.002028322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002140327,0.0007559775,0.000222031,0.00004914785,0.0009169718,0.001687451,0.004076519,0.0002537676,0.9898978],"genre_scores_gemma":[0.01558396,0.0007045068,0.005854977,0.00002255536,0.0002836643,4.912884e-7,0.0001426656,0.0005415545,0.9768656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9665657,"threshold_uncertainty_score":0.999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034058059856495,"score_gpt":0.1957170064063523,"score_spread":0.1653764258077874,"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."}}