{"id":"W2121549533","doi":"10.71781/13946","title":"A lexical semantic study of Dene Suliné, an Athabaskan language","year":2010,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Healing Foundation; University of Toronto","keywords":"Natural language processing; Linguistics; Computer science; Artificial intelligence; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0001681874,0.0003604512,0.0004521786,0.0003049558,0.003532575,0.0001621751,0.0007421132,0.0002589217,0.0004323385],"category_scores_gemma":[0.00003038151,0.0003604071,0.0001985283,0.00008849546,0.0003243788,0.0004602989,0.0001221584,0.0006071443,0.00003362235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185272,"about_ca_system_score_gemma":0.0008508126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08214539,"about_ca_topic_score_gemma":0.3890893,"domain_scores_codex":[0.998073,0.0001771514,0.0004352057,0.000431413,0.0006124206,0.0002707751],"domain_scores_gemma":[0.9980984,0.00007723914,0.0004578458,0.0008562344,0.0003389395,0.0001713055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005315443,0.001739386,0.001491268,0.0001581847,0.0004375041,0.0008989202,0.8904786,0.00007036965,0.006060515,0.09601116,0.0002462736,0.001876348],"study_design_scores_gemma":[0.001099582,0.0003362199,0.009219419,0.0001282064,0.0004652256,0.00008580105,0.9719726,0.00009742989,0.001481982,0.0002216087,0.01437497,0.0005168851],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013429,0.003234898,0.000003278141,0.00004435453,0.0006777511,0.0004011281,0.00008852668,0.0001244966,0.09408271],"genre_scores_gemma":[0.9305118,0.00003999039,0.0000928521,0.0000202476,0.0002833311,0.000027027,0.0009162042,0.00003706077,0.06807151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069439,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254221236928189,"score_gpt":0.222463563002363,"score_spread":0.2099213506330811,"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."}}