{"id":"W7135256168","doi":"","title":"Sounds Shifty","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":"Vowel; Formant; Categorization; Perception; Variation (astronomy); Mid vowel","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004609279,0.0007769768,0.0004451147,0.001688643,0.001811625,0.003661248,0.0009361829,0.001655182,0.2257462],"category_scores_gemma":[0.001801464,0.0002639468,0.0005434616,0.001011996,0.00110273,0.002478176,0.003910469,0.001681401,0.0984834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008339635,"about_ca_system_score_gemma":0.0007464467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891409,"about_ca_topic_score_gemma":0.003467227,"domain_scores_codex":[0.9993037,0.0000455141,0.00003679024,0.0001469087,0.0003621984,0.0001048884],"domain_scores_gemma":[0.9993128,0.00009929287,0.00004204288,0.0001726644,0.0002635727,0.0001096028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000769673,0.0001556214,0.003408207,0.000707222,0.00004174377,0.001758243,0.003696553,0.0003565622,0.05229915,0.0397204,0.1217176,0.7753691],"study_design_scores_gemma":[0.00002453313,0.0001423635,0.006260841,0.0001631406,0.0000195061,0.001491898,0.001409705,0.0002613994,0.003723734,0.006618359,0.9798387,0.00004583218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04140723,0.005034436,0.02138236,0.005281805,0.00928485,0.0002235706,0.002038701,0.0039561,0.911391],"genre_scores_gemma":[0.1886283,0.003212358,0.01117332,0.00703798,0.001719277,0.0001510207,0.002553843,0.00164559,0.7838784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7742538,"threshold_uncertainty_score":0.7551963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530932938409449,"score_gpt":0.2465802335298408,"score_spread":0.2112709041457463,"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."}}