{"id":"W6904743895","doi":"10.14288/cl.v0i5.195211","title":"A Special Tang: Leacock’s Canadian Humour","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subject (documents); Face (sociological concept); Narrative","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004943415,0.00009477755,0.0001217014,0.00004613164,0.004722307,0.004169248,0.0002441277,0.00004745804,0.08465527],"category_scores_gemma":[0.00006528082,0.00009952947,0.00005453802,0.0002755748,0.00006868583,0.0002321946,0.0001009822,0.0001594584,0.00006438149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915815,"about_ca_system_score_gemma":0.0007982207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3028049,"about_ca_topic_score_gemma":0.9736035,"domain_scores_codex":[0.9993076,0.00003337104,0.0001229887,0.0002016215,0.00009986528,0.0002344952],"domain_scores_gemma":[0.9993516,0.00002044167,0.0000226896,0.0002185811,0.0002396016,0.0001471214],"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":[0.000003370104,0.00002010833,0.000009727298,0.000001128293,0.00002241316,0.00004290589,0.003084623,0.000001102668,0.000001404698,0.1906886,0.8060122,0.0001124502],"study_design_scores_gemma":[0.0001246969,0.00001902085,0.00001499097,0.000009363494,0.00001661536,0.00002905974,0.003652971,0.000002573404,0.00002191754,0.002766659,0.9932116,0.0001305202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003722281,0.00006379643,0.000001286081,0.0007541999,0.006433659,0.0001768606,0.0004994604,0.00002716498,0.9920064],"genre_scores_gemma":[0.005490869,0.000004897897,0.0001506268,0.0009967566,0.009083454,0.0000460835,0.0000654417,0.00001401882,0.9841478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6707987,"threshold_uncertainty_score":0.9968645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265571738725675,"score_gpt":0.2380511393534533,"score_spread":0.2153954219661966,"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."}}