{"id":"W7054466816","doi":"","title":"Against listener-oriented sub-phonemic differentiation","year":2022,"lang":"en","type":"other","venue":"CLOK (University of Central Lancashire)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Nucleofection; Frame (networking); Limiting","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":[],"consensus_categories":[],"category_scores_codex":[0.01331502,0.0008267683,0.0007536271,0.001445467,0.001746515,0.004969731,0.001823568,0.001912398,0.01336807],"category_scores_gemma":[0.03507831,0.0006240773,0.0003560961,0.0007486116,0.007256307,0.006647883,0.007389928,0.003975575,0.006451088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122834,"about_ca_system_score_gemma":0.0008526788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789866,"about_ca_topic_score_gemma":0.004441878,"domain_scores_codex":[0.9870138,0.003453634,0.0005570204,0.00478615,0.003641276,0.0005482013],"domain_scores_gemma":[0.9799058,0.008414269,0.002039623,0.005019133,0.003987153,0.0006340557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002131027,0.0002006339,0.07107918,0.001609669,0.0003849485,0.001394442,0.1770405,0.00083148,0.05854898,0.3383623,0.02750358,0.3209132],"study_design_scores_gemma":[0.0003360715,0.001015822,0.2262857,0.001917774,0.0004236652,0.004198928,0.05847517,0.005466023,0.02631006,0.3189664,0.3562203,0.0003840373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3054044,0.003174287,0.0911392,0.01542658,0.001853811,0.0004286103,0.001078397,0.0009603914,0.5805343],"genre_scores_gemma":[0.9475933,0.0005468471,0.01302193,0.01020647,0.0005560838,0.0002705496,0.0005172388,0.0008584496,0.02642897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01336807,"threshold_uncertainty_score":0.0704174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005615497472967798,"score_gpt":0.1840459670584011,"score_spread":0.1784304695854333,"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."}}