{"id":"W2476502523","doi":"10.1075/lald.56.16far","title":"A faithfulness conspiracy","year":2014,"lang":"en","type":"book-chapter","venue":"Language acquisition & language disorders","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Selection (genetic algorithm); Grammar; Computer science; Linguistics; Mathematics; Natural language processing; Artificial intelligence; 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":[0.000611611,0.000361079,0.0002233629,0.0005536885,0.0006062187,0.00111903,0.0005752205,0.0004830329,0.004218664],"category_scores_gemma":[0.002007184,0.0002440743,0.00025551,0.0003285724,0.004239604,0.001779428,0.002454055,0.001838574,0.000762803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006349119,"about_ca_system_score_gemma":0.0006696082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518252,"about_ca_topic_score_gemma":0.002930174,"domain_scores_codex":[0.9989497,0.0001678066,0.00004541067,0.0002605634,0.000463305,0.0001131754],"domain_scores_gemma":[0.9989926,0.0004001396,0.0001433306,0.0002382755,0.0001523257,0.00007321034],"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":[0.00007438398,0.00007719604,0.01663982,0.0002526465,0.00002858104,0.003714395,0.0298792,0.0003546831,0.05849288,0.4965308,0.0056031,0.3883523],"study_design_scores_gemma":[0.00003651215,0.0007343963,0.09622645,0.0004612494,0.0001007989,0.03767415,0.0186179,0.003164592,0.061321,0.4861419,0.2953786,0.000142548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5654444,0.002819882,0.0860834,0.003935176,0.0001954676,0.00007513191,0.000184205,0.0006049868,0.3406574],"genre_scores_gemma":[0.9589235,0.0004379267,0.01190051,0.0003698789,0.00002245605,0.00003290061,0.00005499401,0.000145672,0.02811222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004218664,"threshold_uncertainty_score":0.01411283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097220455418456,"score_gpt":0.3034204949006823,"score_spread":0.2924482903464978,"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."}}