{"id":"W2128144746","doi":"10.1597/14-027","title":"The Americleft Speech Project: A Training and Reliability Study","year":2014,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Dental and Craniofacial Research","keywords":"Training (meteorology); Reliability (semiconductor); Computer science; Psychology; Speech recognition; Reliability engineering; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03245675,0.0006877446,0.0005609553,0.001073981,0.001965092,0.0009145949,0.001290699,0.0007782873,0.001946675],"category_scores_gemma":[0.04099961,0.0006736048,0.0004387744,0.0009695815,0.001849726,0.0008597714,0.002763572,0.0007848192,0.0007483185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588114,"about_ca_system_score_gemma":0.008223134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007594059,"about_ca_topic_score_gemma":0.02015402,"domain_scores_codex":[0.9704358,0.01622938,0.001681285,0.002260739,0.008592821,0.0007999649],"domain_scores_gemma":[0.9491334,0.01949745,0.004609382,0.006410066,0.01750574,0.002843864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008642228,0.006689782,0.483511,0.001571745,0.0003197207,0.001632912,0.04222589,0.002282838,0.02950916,0.001211743,0.005068374,0.4173346],"study_design_scores_gemma":[0.001399525,0.02105256,0.913178,0.0007114559,0.0004043879,0.002632011,0.01156318,0.004106292,0.02527167,0.0004448148,0.01901893,0.0002172893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891943,0.0001925763,0.004700534,0.0001302473,0.00003646351,0.001631248,0.0003081532,0.00008308903,0.003723304],"genre_scores_gemma":[0.9625183,0.0002157881,0.02789242,0.0001224395,0.00006043734,0.005417817,0.001047215,0.0001159492,0.002609578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03245675,"threshold_uncertainty_score":0.1716497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211161478689116,"score_gpt":0.3034517475449234,"score_spread":0.2813401327580323,"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."}}