{"id":"W4411176907","doi":"10.1075/rs.23010.ehr","title":"Podcasts as an emerging register of computer-mediated communication","year":2024,"lang":"en","type":"article","venue":"Register Studies","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Register (sociolinguistics); Computer science; Linguistics","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":[0.0005745214,0.0001407436,0.0002925803,0.0001238149,0.0002663333,0.0001558144,0.0003385332,0.00006837567,0.00001939762],"category_scores_gemma":[0.0002559671,0.0001233521,0.00009178217,0.000320562,0.0007897739,0.0005692936,0.0001294335,0.0001171393,0.00007462336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008963085,"about_ca_system_score_gemma":0.00009194699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005489148,"about_ca_topic_score_gemma":0.001228129,"domain_scores_codex":[0.9985543,0.0002067494,0.0003231885,0.0002689016,0.0003779521,0.0002688376],"domain_scores_gemma":[0.9988456,0.0003488588,0.0001108683,0.0004276725,0.0001619045,0.0001051324],"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":[0.00007097147,0.0002675344,0.004487922,0.0007257684,0.0006984009,0.0001272827,0.4990662,0.00001115625,0.00009889541,0.1432329,0.07337696,0.277836],"study_design_scores_gemma":[0.0003860798,0.0002827431,0.002560901,0.001032885,0.00008002319,0.00001549482,0.03873675,0.0004791981,0.00004671616,0.006431321,0.9495059,0.0004420349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5724725,0.05933431,0.0003629593,0.01973411,0.003769729,0.0007542396,0.00003214648,0.0007601554,0.3427799],"genre_scores_gemma":[0.9911282,0.003122981,0.0004557912,0.0002565436,0.0004284707,0.00001690383,0.00001486873,0.00001877394,0.004557483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8761289,"threshold_uncertainty_score":0.5030153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087283596443612,"score_gpt":0.4103937537124491,"score_spread":0.301665394068088,"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."}}