{"id":"W4411860318","doi":"10.2307/jj.30347093.15","title":"Metis in Code:","year":2019,"lang":"en","type":"book-chapter","venue":"University of Alabama Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Metis; Code (set theory); Programming language; Computer science; World Wide Web","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":[],"category_scores_codex":[0.0002174203,0.0004479029,0.0008897451,0.0005619659,0.00005420234,0.00001476552,0.0008945406,0.0006600788,0.0007219037],"category_scores_gemma":[0.00001231329,0.0006078163,0.000300724,0.00001079463,0.0004508952,0.0001074912,0.0006023667,0.0006721949,0.001372676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846872,"about_ca_system_score_gemma":0.000265817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002098429,"about_ca_topic_score_gemma":0.001719689,"domain_scores_codex":[0.9981219,0.00005656369,0.000292137,0.0006333033,0.0005584357,0.0003377032],"domain_scores_gemma":[0.9980857,0.0001134233,0.0005577884,0.0009053221,0.0002090919,0.0001287264],"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":[0.001145334,0.00009238865,0.000184231,0.0006140181,0.001133299,0.001068311,0.004095949,0.0001282707,0.001067467,0.9349014,0.0471774,0.008391934],"study_design_scores_gemma":[0.001705886,0.00009265755,0.0001347531,0.0005405609,0.0002546285,0.000007039473,0.00006924743,0.00006005434,0.0004237353,0.0008696506,0.9952374,0.00060436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000790078,0.0003005362,0.0000162379,0.000009497885,0.0001274682,0.0006670985,0.001315594,0.0001226117,0.9966509],"genre_scores_gemma":[0.00581872,0.00006417283,0.000388987,0.00001391187,0.00002741941,1.03819e-7,0.00007445473,0.0001452753,0.993467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.94806,"threshold_uncertainty_score":0.9996373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031882307381325,"score_gpt":0.2022992377887043,"score_spread":0.1704169304073793,"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."}}