{"id":"W4254928193","doi":"10.1017/cbo9781316286630.002","title":"Editors’ introduction","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Philosophy, Science, and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Epistemology; Sociology; Philosophy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000114344,0.0002683036,0.0002817888,0.0002343576,0.0004495102,0.00007946866,0.0004206598,0.000137322,0.0001023969],"category_scores_gemma":[0.000006449427,0.0003014847,0.000151137,0.000002326463,0.0009810316,0.0002026675,0.0001513455,0.0003660108,0.0001546854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642086,"about_ca_system_score_gemma":0.0001576381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211321,"about_ca_topic_score_gemma":0.00002317446,"domain_scores_codex":[0.9988372,0.00001951321,0.0001364518,0.0004393801,0.0003593898,0.0002080078],"domain_scores_gemma":[0.9988846,0.00001449007,0.0001673149,0.0004238706,0.0003373188,0.0001723703],"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":[0.00001625118,0.000003865299,1.526002e-8,0.00001310667,0.0000199281,0.00002027686,0.0004848359,2.577153e-7,0.000001813414,0.5172402,0.4820367,0.0001627957],"study_design_scores_gemma":[0.000202553,0.0000510778,1.734883e-7,0.00002767103,0.0001130174,0.000003782044,0.0001341705,0.000004067467,0.00000563191,0.0002165834,0.9988946,0.0003466777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006639911,0.0001828495,0.000006788625,0.00009669513,0.01238738,0.0001623869,0.0002286942,0.0001617032,0.9867669],"genre_scores_gemma":[0.0003727537,0.00001718673,0.000006532456,0.00004516064,0.04165822,3.585408e-7,0.00005761598,0.00002963484,0.9578125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5170236,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410328212114886,"score_gpt":0.189896600374541,"score_spread":0.1457933182533921,"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."}}