{"id":"W4213288448","doi":"10.2140/obs.2019.2.7","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The Open Book Series","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of California, San Diego; Debreceni Egyetem; Ewha Womans University; University of New South Wales; Grinnell College; National Security Agency; Illinois Wesleyan University; University of Bristol; Pacific Institute for the Mathematical Sciences; American Mathematical Society; University of Wisconsin-Madison; Institut national de recherche en informatique et en automatique (INRIA); National Science Foundation; Division of Mathematical Sciences; University of Lethbridge; University of Warwick; University of Waterloo; Butler University","keywords":"Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001685415,0.001055095,0.0009058987,0.002680478,0.002277207,0.004821514,0.001556069,0.001269616,0.4403953],"category_scores_gemma":[0.01202172,0.0003490083,0.0007145869,0.002133986,0.0007465499,0.003664593,0.002355198,0.003317735,0.3110035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001806413,"about_ca_system_score_gemma":0.00198275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661059,"about_ca_topic_score_gemma":0.002197694,"domain_scores_codex":[0.9987136,0.0001765911,0.00009241531,0.0002277704,0.0006830352,0.0001066787],"domain_scores_gemma":[0.9938498,0.0009792269,0.0002365227,0.0005351751,0.003368028,0.001031305],"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":[0.00002106708,0.0000132706,0.00007635554,0.00008475365,0.000001655321,0.00002727354,0.00006877903,0.00004710481,0.0001035455,0.003457772,0.9607376,0.03536079],"study_design_scores_gemma":[0.000003013853,0.00001339984,0.0002137325,0.0001023307,0.000001282576,0.00004665318,0.00006468221,0.00002727458,0.0000508624,0.002202973,0.9972699,0.000003792007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001645726,0.01465548,0.00921141,0.03784081,0.2239154,0.000611349,0.01213682,0.002329882,0.6976532],"genre_scores_gemma":[0.007868995,0.009692801,0.004656699,0.008078875,0.04591652,0.0003992746,0.01365401,0.001375095,0.9083577],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4403953,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643548002050488,"score_gpt":0.3008765100010578,"score_spread":0.2544410299805528,"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."}}