{"id":"W7135263270","doi":"","title":"SadlierBrown","year":2010,"lang":"","type":"report","venue":"ScholarlyCommons (University of Pennsylvania)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diphthong; Vowel; Chain (unit); Vocal tract; Subject (documents); Pace","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007628618,0.003008781,0.005495911,0.00522561,0.003934165,0.0007816694,0.01053344,0.007237354,0.03835219],"category_scores_gemma":[0.002122654,0.004620341,0.004119356,0.004914934,0.005491598,0.006610768,0.005896287,0.02049642,0.03435923],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002494768,"about_ca_system_score_gemma":0.009481216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01051949,"about_ca_topic_score_gemma":0.03121385,"domain_scores_codex":[0.981823,0.001733151,0.002191414,0.004202001,0.006818185,0.003232294],"domain_scores_gemma":[0.9747594,0.0008304963,0.006815988,0.008373782,0.006549192,0.002671169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005072898,0.01084269,0.08720561,0.005967426,0.01262212,0.0118035,0.01140181,0.00008350737,0.45853,0.004609011,0.2702901,0.1215713],"study_design_scores_gemma":[0.004675991,0.0007832505,0.07460916,0.001542764,0.004851532,0.0009850123,0.005214445,0.0001198003,0.000580269,0.0006366696,0.9019129,0.004088203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4618266,0.005273767,0.001187233,0.001191905,0.008867832,0.004307066,0.01148363,0.001182221,0.5046797],"genre_scores_gemma":[0.8110543,0.006514207,0.0272777,0.00006089436,0.001368804,0.000003227803,0.002329353,0.001542903,0.1498486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6316228,"threshold_uncertainty_score":0.9982642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239559990314409,"score_gpt":0.2411409366709073,"score_spread":0.2087453367677632,"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."}}