{"id":"W4391975132","doi":"10.4314/gjl.v12i2.1","title":"Sociophonetics of [r] in Akan","year":2023,"lang":"en","type":"article","venue":"Ghana Journal of Linguistics","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006196375,0.00007651715,0.0002400919,0.0002540323,0.00003398764,0.0000198413,0.0004437208,0.00004348858,0.000008987348],"category_scores_gemma":[0.004093123,0.00006756887,0.00007791281,0.0005842803,0.00003948881,0.00001793984,0.0001344685,0.0001424952,0.000009098049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000337726,"about_ca_system_score_gemma":0.00008230288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002395552,"about_ca_topic_score_gemma":0.000005292579,"domain_scores_codex":[0.99885,0.00003433846,0.0005322366,0.00008753307,0.0003131055,0.0001827732],"domain_scores_gemma":[0.9985198,0.0002565149,0.0003450849,0.0001846178,0.0006415399,0.00005237751],"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":[0.0002344372,0.001343568,0.04929864,0.001130649,0.0007908721,0.01366033,0.1282538,0.01088302,0.003652368,0.6241627,0.07677559,0.08981398],"study_design_scores_gemma":[0.01439767,0.005726643,0.2535705,0.003868924,0.0005182303,0.0005677097,0.02347849,0.2037847,0.02158347,0.3415344,0.1277804,0.003188894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6648232,0.009063582,0.2666128,0.001930099,0.03080299,0.0004291336,0.00003838716,0.0002195202,0.0260803],"genre_scores_gemma":[0.9799492,0.0001620966,0.01879148,0.0001012977,0.0009405634,3.189897e-7,7.180346e-7,0.000006277541,0.00004808769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.315126,"threshold_uncertainty_score":0.4900146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823193947053089,"score_gpt":0.2770983986444571,"score_spread":0.2588664591739261,"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."}}