{"id":"W2990535973","doi":"10.1080/23268263.2020.1698839","title":"Betty Moulton: My Journey to Now","year":2019,"lang":"en","type":"article","venue":"Voice and Speech Review","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Variety (cybernetics); Sociology; Psychology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005345167,0.00005267691,0.0001806469,0.00008613424,0.0002911896,0.0001489677,0.0001405969,0.00004159266,0.002055769],"category_scores_gemma":[0.0001170336,0.00005757853,0.00005570157,0.0002638751,0.00006581108,0.0001360665,0.00002126983,0.00008810431,0.004828743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272267,"about_ca_system_score_gemma":0.0002076464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05296746,"about_ca_topic_score_gemma":0.4187088,"domain_scores_codex":[0.9992995,0.00006297771,0.000122362,0.0001463211,0.0001920965,0.0001767698],"domain_scores_gemma":[0.9995132,0.00003085043,0.0000372093,0.0001415797,0.00004790934,0.0002292309],"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":[0.000001914114,0.00001783239,0.0009657299,0.001020887,0.00001209629,0.00001519639,0.002007287,7.178598e-8,0.00004936212,0.004106622,0.7454937,0.2463094],"study_design_scores_gemma":[0.00003352612,0.00001318223,0.0006529972,0.0006761429,0.00001853536,0.000002137994,0.0001149301,1.564194e-7,0.000001740399,0.00005683879,0.9983433,0.00008648853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05115065,0.3800394,0.000007309396,0.06093753,0.001098777,0.001301807,0.00002583821,0.0000750853,0.5053636],"genre_scores_gemma":[0.005351185,0.7027923,0.0004682064,0.02937718,0.000702135,0.00001847347,0.000004532682,0.00001826822,0.2612678],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3657413,"threshold_uncertainty_score":0.9988565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750078365307793,"score_gpt":0.2985410005966996,"score_spread":0.2710402169436217,"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."}}