{"id":"W2142314334","doi":"10.1017/s0022226799008129","title":"Against featural alignment","year":2000,"lang":"en","type":"article","venue":"Journal of Linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Morpheme; Linguistics; Realization (probability); Set (abstract data type); Syllable; Computer science; Natural language processing; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005088778,0.0008064094,0.00100316,0.001351261,0.003000569,0.002997992,0.001610213,0.002708258,0.009118198],"category_scores_gemma":[0.01314584,0.0005908323,0.0008744156,0.001123863,0.01295665,0.008891489,0.005721079,0.007151783,0.002058713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002004586,"about_ca_system_score_gemma":0.001507708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261282,"about_ca_topic_score_gemma":0.002104193,"domain_scores_codex":[0.9947797,0.001224319,0.0002841359,0.001543089,0.001683757,0.0004850596],"domain_scores_gemma":[0.9935793,0.002296109,0.0008280268,0.001926394,0.001109762,0.0002603526],"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":[0.00005947867,0.0000141659,0.001658347,0.00003901105,0.00001933094,0.0001037221,0.0006313095,0.0004915178,0.001185229,0.9832017,0.0008458063,0.01175039],"study_design_scores_gemma":[0.00002594993,0.00003961393,0.002309617,0.00003537446,0.00002075692,0.000430137,0.0005151021,0.002809492,0.002215067,0.9754964,0.01607559,0.00002691432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2199192,0.002120551,0.2759535,0.02760998,0.0009714122,0.0001548792,0.0003343293,0.001001081,0.4719349],"genre_scores_gemma":[0.9710104,0.0005210468,0.01595918,0.002005793,0.0004774036,0.00007643995,0.0001285779,0.0002862178,0.009534866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009118198,"threshold_uncertainty_score":0.03050339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310673166135417,"score_gpt":0.3606233650168303,"score_spread":0.3295560484032886,"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."}}