{"id":"W7106248017","doi":"10.14288/1.0450786","title":"Kaska Lessons 83 and 84 : Making Tea Part 5 : Instructional Materials","year":2025,"lang":"kkz","type":"article","venue":"Open Collections","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language industry; On Language; Language acquisition; Language education; English language","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":[0.0005714837,0.0001938106,0.0003892453,0.0001107461,0.0141709,0.002816428,0.0003197674,0.0001585186,0.002569384],"category_scores_gemma":[0.0001684766,0.0002019565,0.00006386123,0.001582282,0.0005969414,0.0002824142,0.0004551212,0.00016887,0.00004708235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689366,"about_ca_system_score_gemma":0.0007086559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965247,"about_ca_topic_score_gemma":0.01265419,"domain_scores_codex":[0.9982805,0.0003217488,0.0003506938,0.0004479899,0.0002095557,0.0003894828],"domain_scores_gemma":[0.9993405,0.0001322733,0.0001267925,0.0001887015,0.0001272211,0.00008451303],"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":[0.0001158238,0.0002126445,0.0008666746,0.00005016111,0.000581989,0.000006532391,0.01603272,0.000004464008,0.00006658168,0.1077783,0.8637102,0.01057383],"study_design_scores_gemma":[0.0005326375,0.00002907426,0.002655045,0.0002386763,0.0001442215,0.000008806047,0.09136151,0.000007445215,0.00003778153,0.01087462,0.8938484,0.0002617448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002074746,0.0002921348,0.0001046527,0.008748999,0.003563926,0.000673569,0.0004436182,0.00004062552,0.9840577],"genre_scores_gemma":[0.3283774,0.0003291248,0.0003209404,0.0001246243,0.0003661732,0.0001469686,0.000005361702,0.00000919077,0.6703202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3263026,"threshold_uncertainty_score":0.9996474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195492556103709,"score_gpt":0.3550705458291576,"score_spread":0.3131156202681205,"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."}}