{"id":"W2738315931","doi":"","title":"The development of linguistic constraints: Phonological innovations","year":2005,"lang":"en","type":"article","venue":"Language Variation and Change","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Linguistics; Linguistic description; Theoretical linguistics; Phonology; History; Sociology; Philosophy","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":[0.0009629462,0.0001453243,0.0002863164,0.000602535,0.0005133479,0.003159202,0.0006740807,0.001041904,0.004777901],"category_scores_gemma":[0.007909824,0.0003236271,0.0002142088,0.0006806082,0.003230759,0.002894256,0.001296659,0.001629928,0.000478235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561138,"about_ca_system_score_gemma":0.0006702786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447724,"about_ca_topic_score_gemma":0.001519456,"domain_scores_codex":[0.9991179,0.000222355,0.00004425392,0.0002793447,0.0002332137,0.0001028482],"domain_scores_gemma":[0.9967534,0.001920448,0.0002976829,0.0004181343,0.0004375277,0.0001728821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003552091,0.0002378408,0.05452421,0.0003816662,0.0001042523,0.002051787,0.01466456,0.003800443,0.1485248,0.4266243,0.002730174,0.3460007],"study_design_scores_gemma":[0.00008245458,0.0003124847,0.4056962,0.0002285995,0.00009557849,0.003446047,0.008860042,0.009337435,0.02530133,0.4947745,0.05169655,0.0001687314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9111426,0.002308616,0.02900282,0.003956394,0.000128961,0.00002346054,0.0001702495,0.0001523521,0.05311467],"genre_scores_gemma":[0.9927284,0.0006105918,0.004421457,0.000218796,0.00005619863,0.00001036631,0.00006226984,0.00007104803,0.001820924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004777901,"threshold_uncertainty_score":0.0159837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237390102312025,"score_gpt":0.3660101989382402,"score_spread":0.2936362979151199,"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."}}