{"id":"W6904819321","doi":"10.14288/1.0213411","title":"University of British Columbia Library Bulletin","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"National library; Digital library; Work (physics); Government (linguistics)","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":[0.001337982,0.001015419,0.001388976,0.006616537,0.0131524,0.0153829,0.001972978,0.00431152,0.4129353],"category_scores_gemma":[0.007123833,0.0009752737,0.0006477874,0.01101974,0.002372661,0.003215506,0.002603632,0.003419636,0.116223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03652932,"about_ca_system_score_gemma":0.06751827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8529118,"about_ca_topic_score_gemma":0.9506247,"domain_scores_codex":[0.9977936,0.0001318247,0.0001226459,0.0002144098,0.001314776,0.0004227464],"domain_scores_gemma":[0.9935303,0.0006496015,0.0001993891,0.0004362167,0.004074764,0.001109733],"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":[0.00002411107,0.00002248261,0.0004119069,0.000162353,0.000005409165,0.00005726076,0.0001328405,0.00004441049,0.00005364515,0.004789704,0.9708493,0.02344652],"study_design_scores_gemma":[0.000004588442,0.000003516846,0.002043409,0.0001426403,0.000007148862,0.00001343716,0.0003000442,0.0000291662,0.00005567733,0.0003800152,0.9970092,0.00001106431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002425885,0.01345531,0.0001914392,0.0221818,0.005050587,0.0001154,0.01550095,0.0004896657,0.9405891],"genre_scores_gemma":[0.003029689,0.002757102,0.000122684,0.0005853763,0.0001813226,0.00002567364,0.001195634,0.00007023742,0.9920323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9634707,"threshold_uncertainty_score":0.8373765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911061960983567,"score_gpt":0.2308385755549956,"score_spread":0.1917279559451599,"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."}}