{"id":"W4380228090","doi":"10.1515/9780773592001-016","title":"Developing a <i>Li</i> of Massey (Acceptance speech, Massey College’s 40th Anniversary Awards, University of Toronto, 2004)","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Media studies; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001445301,0.0005927014,0.0003567486,0.001444721,0.004808792,0.005287232,0.0005734363,0.001605361,0.01814709],"category_scores_gemma":[0.001871992,0.0004800718,0.0002229259,0.001045584,0.002658626,0.005908755,0.002677506,0.003520863,0.004281734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390769,"about_ca_system_score_gemma":0.006029589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03995556,"about_ca_topic_score_gemma":0.1298264,"domain_scores_codex":[0.9995319,0.0001474856,0.00001563404,0.00007869955,0.0001591355,0.00006721151],"domain_scores_gemma":[0.9994683,0.000177851,0.00002383984,0.00002076619,0.0001598586,0.0001494162],"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":[0.00001972604,0.00002396684,0.0001526259,0.0001075342,0.000002486771,0.00009065388,0.008578388,0.00004832643,0.0002757087,0.109059,0.7810161,0.1006256],"study_design_scores_gemma":[0.000001603779,0.000005873697,0.0001614464,0.00008922903,0.000001484304,0.00004026534,0.001173928,0.00003462642,0.0001364848,0.003096291,0.9952549,0.000003868734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003906111,0.1034117,0.01148098,0.1118322,0.01285887,0.0001604794,0.0002307913,0.0005920712,0.7555268],"genre_scores_gemma":[0.01449152,0.0130322,0.003849122,0.007000193,0.0006434651,0.0000725216,0.00007100505,0.0004107702,0.9604293],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03995556,"threshold_uncertainty_score":0.07944596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847517278803079,"score_gpt":0.209950571540314,"score_spread":0.1914753987522833,"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."}}