{"id":"W6891663477","doi":"10.48448/265e-4a15","title":"Word-level prediction in Plains Cree: First steps","year":2024,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta","funders":"","keywords":"Word2vec; Word (group theory); Prefix; Quality (philosophy); Word embedding; Verb","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001639034,0.0005504662,0.0004583906,0.003790677,0.0001738488,0.000351142,0.001375755,0.0004257914,0.002594299],"category_scores_gemma":[0.0003357468,0.0005112672,0.00008150237,0.004658381,0.001591002,0.0003691114,0.000479652,0.0008833851,0.03353574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189951,"about_ca_system_score_gemma":0.001019422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163933,"about_ca_topic_score_gemma":0.04424111,"domain_scores_codex":[0.9951647,0.00005341504,0.0005633549,0.001542223,0.001699312,0.0009769738],"domain_scores_gemma":[0.9983066,0.00006254722,0.000263557,0.0009948988,0.00009852605,0.0002738595],"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":[0.00001411411,0.000181929,0.0005338207,0.0001626649,0.00003028751,0.00008283631,0.0004137317,0.0002604063,0.0002609303,0.0030482,0.9914134,0.003597687],"study_design_scores_gemma":[0.0007021253,0.0001071532,0.001867721,0.001920044,0.00006449087,0.00003978689,0.0004153154,0.0301887,0.00005045109,0.001217952,0.9626331,0.0007931645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004636502,0.001421535,0.0009847423,0.0005866167,0.003964313,0.001359396,0.003518394,0.002248093,0.9854532],"genre_scores_gemma":[0.02301873,0.00006879353,0.005308955,0.0001272266,0.001110953,0.00008543287,0.0002050608,0.00156889,0.968506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04260178,"threshold_uncertainty_score":0.9997339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04952511947099655,"score_gpt":0.3053831686480998,"score_spread":0.2558580491771033,"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."}}