{"id":"W4254715993","doi":"10.3138/cmlr.62.2.335","title":"Teaching Talk as a Game of Catch","year":2005,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Mathematics education; Pedagogy; Psychology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000601784,0.0003676091,0.0006548021,0.0003044527,0.0002866018,0.0001411245,0.0008409178,0.0000910249,0.002234086],"category_scores_gemma":[0.0004526281,0.000338719,0.0002383873,0.0001088534,0.0005109567,0.0004139274,0.00006803737,0.0004038423,0.0001236753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003977055,"about_ca_system_score_gemma":0.0003180117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5379086,"about_ca_topic_score_gemma":0.929803,"domain_scores_codex":[0.9978343,0.0002717311,0.0006033508,0.0003845834,0.000131958,0.0007740942],"domain_scores_gemma":[0.9976453,0.0001984329,0.000271865,0.001051571,0.0002084319,0.0006243705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001228348,0.0001120221,0.0001421157,0.004407158,0.0002906067,0.0008197923,0.584174,0.00002446544,0.003731449,0.2169715,0.005534593,0.1837799],"study_design_scores_gemma":[0.0004025917,0.0000887092,0.0003802941,0.005617362,0.0002722491,0.0005235911,0.05314353,0.0004018697,0.0001847313,0.002611861,0.9354036,0.0009695671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6467311,0.156467,0.00002769815,0.003285231,0.0001490805,0.0006261519,0.0006674869,0.0001520458,0.1918941],"genre_scores_gemma":[0.9813771,0.003360739,0.0005094853,0.001768308,0.0005518274,0.00006379171,0.0002434118,0.00008535316,0.01203999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9298691,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235806386179877,"score_gpt":0.2627885828034264,"score_spread":0.2392079441854387,"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."}}