{"id":"W7097645778","doi":"","title":"Natural Sciences and","year":2016,"lang":"en","type":"article","venue":"","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00112779,0.001124197,0.0009834559,0.00214779,0.005989194,0.006678459,0.001476199,0.00207839,0.3108784],"category_scores_gemma":[0.00438852,0.0005003352,0.0005750456,0.00398909,0.002192795,0.002356197,0.002709284,0.003166578,0.06559231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04035707,"about_ca_system_score_gemma":0.1078581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9264509,"about_ca_topic_score_gemma":0.9649209,"domain_scores_codex":[0.997433,0.0001053687,0.00007477283,0.0004835268,0.001368933,0.0005344097],"domain_scores_gemma":[0.9947355,0.000334541,0.0002147842,0.0003407256,0.00339752,0.0009768952],"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":[0.000250288,0.00004724168,0.003863241,0.0008138214,0.0000431565,0.000612303,0.0004856616,0.0002724596,0.0007290206,0.1237267,0.713297,0.155859],"study_design_scores_gemma":[0.00001675858,0.000007981522,0.003790644,0.0002633448,0.000008017103,0.00009285296,0.0003616591,0.0001346156,0.0001708616,0.003140906,0.9919928,0.00001962489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002686956,0.01302747,0.001084736,0.0265148,0.003493576,0.0001354832,0.02293016,0.0006630537,0.9294639],"genre_scores_gemma":[0.01848697,0.007620192,0.001702295,0.003251275,0.000151578,0.00005183007,0.004998194,0.0002160748,0.9635215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9264509,"threshold_uncertainty_score":0.9829484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906631227043384,"score_gpt":0.2127700626221798,"score_spread":0.183703750351746,"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."}}