{"id":"W2560285654","doi":"","title":"Henri Poincaré: A Scientific Biography, by Jeremy Gray","year":2016,"lang":"en","type":"article","venue":"Journal of History","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gray (unit); Biography; Poincaré conjecture; Art history; Art; Philosophy; Mathematical economics; Sociology; Mathematics; Mathematical physics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002007028,0.001038925,0.0007115792,0.002237126,0.00351271,0.004685735,0.0006882492,0.003216449,0.005973084],"category_scores_gemma":[0.007850001,0.0003598474,0.0002980079,0.001715974,0.004114284,0.004550728,0.00261958,0.006351796,0.003031025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442046,"about_ca_system_score_gemma":0.001835167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373096,"about_ca_topic_score_gemma":0.005848852,"domain_scores_codex":[0.9989374,0.0003865529,0.00005966702,0.0002220553,0.000307689,0.00008662016],"domain_scores_gemma":[0.9982516,0.0009648722,0.0000972802,0.00006707825,0.0003603584,0.0002588462],"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":[0.00001070292,0.00000698954,0.0001026992,0.00009059283,0.000007796823,0.00008699151,0.0007645173,0.00006823173,0.00008439317,0.02642012,0.9579697,0.01438726],"study_design_scores_gemma":[0.000003069198,0.000004754529,0.0002325463,0.0001571759,0.000002831736,0.0001153691,0.0003822171,0.00004272674,0.00006135272,0.008953694,0.990036,0.000008194924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008769063,0.4034956,0.0007990988,0.4582662,0.09499582,0.00001166911,0.00008930566,0.00005410839,0.04141135],"genre_scores_gemma":[0.06584537,0.3039635,0.001491856,0.228722,0.2394641,0.00005933157,0.0001479204,0.0003680477,0.1599379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9964873,"threshold_uncertainty_score":0.01998192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595257078407772,"score_gpt":0.2102506443360427,"score_spread":0.184298073551965,"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."}}