{"id":"W1604649902","doi":"","title":"Phil Wallace and Theoretical Physics at McGill in the 1950's: A Personal Perspective","year":2010,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; Office of Science; McGill University; U.S. Department of Energy","keywords":"Art history; Mathematics; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009025742,0.0002290458,0.0002996069,0.0001922561,0.0005466209,0.00008356922,0.0008355158,0.00006367099,0.002009865],"category_scores_gemma":[0.00001730532,0.0002357979,0.0001735981,0.0002526295,0.002234691,0.002163722,0.0006820805,0.0003602197,0.0001198706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006504212,"about_ca_system_score_gemma":0.00009019669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003111922,"about_ca_topic_score_gemma":0.007776345,"domain_scores_codex":[0.9985558,0.00006078344,0.0001405326,0.0004734339,0.0004444523,0.0003249554],"domain_scores_gemma":[0.9991004,0.0001453465,0.0001930544,0.0002907695,0.0001254431,0.0001449566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807925,0.0003444893,0.9374662,0.00004115498,0.00008849174,0.00009827706,0.008729302,0.000002412517,2.103562e-7,0.04373488,0.006505191,0.002808589],"study_design_scores_gemma":[0.0007615069,0.00008619671,0.8314519,0.00002281793,0.00004237681,0.00000707128,0.003097214,0.00007382934,0.000001461932,0.001018251,0.163171,0.0002664061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633693,0.00001654065,0.000006417359,0.0008846481,0.0003547894,0.0002541948,0.001613812,0.00005147306,0.03344882],"genre_scores_gemma":[0.9747519,0.00003033758,0.0001474903,0.00007757394,0.00003842213,2.108088e-8,0.0001840419,0.0000135479,0.02475665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566658,"threshold_uncertainty_score":0.9989024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010114492433486,"score_gpt":0.1604908391241017,"score_spread":0.1503896941997668,"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."}}