{"id":"W3199340994","doi":"10.1075/pbns.327.11bou","title":"From sound to social meaning","year":2021,"lang":"en","type":"book-chapter","venue":"Pragmatics & beyond. New series","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Sound (geography); Meaning (existential); Sociology; Communication; Acoustics; Epistemology; Philosophy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003504556,0.000296056,0.0005344207,0.00009936185,0.0007041573,0.0003132091,0.0003693179,0.0005304399,0.007583019],"category_scores_gemma":[0.001197338,0.000340946,0.0001530025,0.00007031901,0.000196597,0.0001127714,0.000208529,0.0003479672,0.0005688738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730136,"about_ca_system_score_gemma":0.0009947404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632909,"about_ca_topic_score_gemma":0.009381886,"domain_scores_codex":[0.9980471,0.00009018063,0.000475278,0.0004075364,0.000613803,0.0003661645],"domain_scores_gemma":[0.9985798,0.000269261,0.0003198042,0.0002681077,0.0003013276,0.0002617066],"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":[0.000009474174,0.000007540589,0.000004312845,0.00001330987,0.00008130299,0.00004030855,0.06294586,0.0000013362,0.00001119061,0.9046045,0.03058797,0.001692885],"study_design_scores_gemma":[0.00009247066,0.00001411218,0.00000484142,0.00002544307,0.00008594625,0.000001446902,0.002216501,9.52119e-7,0.000005307505,0.4310275,0.5662996,0.0002259463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000737658,0.0001865685,0.002390704,0.009931313,0.002849778,0.0002811363,0.0001408266,0.0001544026,0.9839915],"genre_scores_gemma":[0.001609627,0.00009481995,0.02366149,0.002768906,0.008579324,0.00001090528,0.0002549119,0.00007920436,0.9629408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5357116,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676264774298622,"score_gpt":0.310868757592872,"score_spread":0.2741061098498858,"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."}}