{"id":"W4399670651","doi":"10.20360/langandlit29732","title":"Antle Discovers his Voice","year":2024,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; University of Saskatchewan","funders":"","keywords":"Situated; Indigenous; Curriculum; Literacy; Resource (disambiguation); Pedagogy; Sociology; Mathematics education; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.00009011736,0.00009147088,0.00008470051,0.00007319423,0.0001421211,0.0008073727,0.00004249058,0.00001957439,0.006180853],"category_scores_gemma":[0.00002139929,0.00006773477,0.00004508974,0.00002404721,0.00004590742,0.0004342281,0.00002334433,0.0001780048,0.0002922445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007737265,"about_ca_system_score_gemma":0.000007431303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111025,"about_ca_topic_score_gemma":0.0001280983,"domain_scores_codex":[0.9995004,0.00002822905,0.00008986926,0.0001708588,0.0000668259,0.0001437946],"domain_scores_gemma":[0.9997314,0.00009948793,0.00001372607,0.0001062489,0.000008711456,0.00004039675],"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":[0.00000471724,0.00001314947,0.0001131464,0.0001104091,0.00003446769,0.0003582333,0.7187827,3.469433e-7,0.0001938367,0.03090402,0.005117778,0.2443673],"study_design_scores_gemma":[0.00009185957,0.00002618627,0.0000715061,0.0001107288,0.0000211528,0.00002046743,0.02544527,0.0004334612,0.00004389154,0.0001060493,0.9734941,0.0001352977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602683,0.01796447,0.00002668414,0.0002515146,0.0004939732,0.00003871754,0.00002835527,0.0002135474,0.1207144],"genre_scores_gemma":[0.915796,0.00001847687,0.00004384751,0.0005679305,0.0009359676,0.000003358188,0.0000372992,0.00001657754,0.08258053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9683763,"threshold_uncertainty_score":0.9947276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009094484140036467,"score_gpt":0.2514045203579295,"score_spread":0.242310036217893,"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."}}