{"id":"W4285677315","doi":"10.29173/crossings105","title":"Glass of... Melk?","year":2022,"lang":"en","type":"article","venue":"Crossings An Undergraduate Arts Journal","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Psychology; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002593958,0.0002285019,0.0001581301,0.0003126179,0.002756647,0.001207851,0.0003067594,0.0004869862,0.03006152],"category_scores_gemma":[0.0004303938,0.0001368398,0.00017077,0.0002937456,0.001757099,0.0009060619,0.0008580551,0.0004441881,0.004257962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628042,"about_ca_system_score_gemma":0.0009690149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2759117,"about_ca_topic_score_gemma":0.4766266,"domain_scores_codex":[0.9998271,0.0000187232,0.000003759367,0.00003017289,0.0000525577,0.00006761162],"domain_scores_gemma":[0.9998802,0.00001435488,0.00002243381,0.000007590565,0.00003411241,0.00004131583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001102623,0.0001282826,0.1403062,0.0005750016,0.0001032915,0.01044044,0.2224769,0.0001952405,0.03434717,0.06699071,0.1834035,0.3399306],"study_design_scores_gemma":[0.00002096828,0.0001174289,0.204169,0.000235763,0.0000526434,0.004355296,0.181398,0.0002953956,0.002460466,0.00348482,0.6033203,0.00008991057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6493813,0.003014852,0.001839146,0.009482268,0.001264775,0.00005492479,0.001134848,0.000309764,0.3335181],"genre_scores_gemma":[0.8620042,0.0007012986,0.00124226,0.001182175,0.000080658,0.000008696761,0.0003195904,0.0001035485,0.1343577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2759117,"threshold_uncertainty_score":0.5486115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260448888605513,"score_gpt":0.3419820845867351,"score_spread":0.29937759570068,"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."}}