{"id":"W630561488","doi":"","title":"Pulmonic ingressive speech in Orkney dialect","year":2015,"lang":"en","type":"article","venue":"Scottish language","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shetland; History; Linguistics; Variation (astronomy); Phonation; Sound change; Geology; Philosophy; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002743559,0.0001238953,0.0001617952,0.000127298,0.00006889877,0.0001525069,0.0001587197,0.00004830346,0.001199029],"category_scores_gemma":[0.0004583367,0.0001113802,0.00004297158,0.00007063355,0.00009289034,0.0001126509,0.00005436974,0.0001752425,0.000298617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009593545,"about_ca_system_score_gemma":0.00007625384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012362,"about_ca_topic_score_gemma":0.0183155,"domain_scores_codex":[0.9990479,0.00005486548,0.0001948024,0.0002019845,0.0002100605,0.0002903965],"domain_scores_gemma":[0.9994958,0.00003401637,0.00006940782,0.0002065515,0.00009505285,0.0000991581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001474635,0.0004825347,0.009426107,0.0001290316,0.00008378504,0.005023981,0.645617,0.00004451123,0.00056598,0.2001818,0.07245445,0.06584334],"study_design_scores_gemma":[0.006928728,0.0007703221,0.005159107,0.0009344619,0.0001458391,0.0001524663,0.1802255,0.002128602,0.003340975,0.02415689,0.7733278,0.002729312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.709379,0.003879641,0.000009807821,0.0001010545,0.001549345,0.0001825986,0.00003680279,0.0001085191,0.2847532],"genre_scores_gemma":[0.988945,0.000008414854,0.0001288318,0.0002106179,0.001730548,0.00001131777,0.00004914024,0.00002263376,0.008893468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7008733,"threshold_uncertainty_score":0.999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557166616651626,"score_gpt":0.2534807078560067,"score_spread":0.2279090416894905,"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."}}