{"id":"W4244795290","doi":"10.1086/686266","title":"Notes on Contributors","year":2016,"lang":"en","type":"article","venue":"Isis","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History of science; History and philosophy of science; Classics; Sociology; Philosophy; History; Social science; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001979187,0.001107552,0.0009315529,0.00380917,0.004566406,0.007694285,0.0025229,0.00275006,0.7068369],"category_scores_gemma":[0.02183578,0.0004766765,0.0008068098,0.004025782,0.001083543,0.005779101,0.004911389,0.004209252,0.5953414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288621,"about_ca_system_score_gemma":0.004245228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004923534,"about_ca_topic_score_gemma":0.006295895,"domain_scores_codex":[0.9969316,0.0004334389,0.000215788,0.0005634693,0.001506404,0.0003492225],"domain_scores_gemma":[0.9902465,0.001519176,0.0003686209,0.001518834,0.00532199,0.001024827],"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":[0.00001065071,0.000006898733,0.00003454143,0.00005633141,0.000001056989,0.00002201111,0.00007797375,0.00001037143,0.00004354502,0.004565436,0.9748004,0.02037079],"study_design_scores_gemma":[0.000001469336,0.000001988547,0.00004542022,0.00005974135,5.897421e-7,0.00001466192,0.00005811612,0.000005633599,0.00002646373,0.0004658106,0.999318,0.000002213802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004725849,0.004089468,0.001160234,0.02089762,0.06956751,0.000328877,0.006465225,0.0008903009,0.8961281],"genre_scores_gemma":[0.001915885,0.001647972,0.0004768575,0.003497287,0.00365368,0.0001527195,0.002050464,0.0005509172,0.9860541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7068369,"threshold_uncertainty_score":0.4181616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993933098973151,"score_gpt":0.2131879925992799,"score_spread":0.1832486616095484,"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."}}