{"id":"W4225910327","doi":"","title":"COMPARISON OF SUBTITLING FOR THE DEAF AND HARD-OF-HEARING GUIDELINES IMPLEMENTED ACROSS COUNTRIES","year":2021,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audiology; Linguistics; Psychology; Computer science; Speech recognition; Medicine; 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":[0.007049576,0.0002310123,0.0002882871,0.003100791,0.001194746,0.002400069,0.0008433677,0.0007028466,0.001157293],"category_scores_gemma":[0.03075038,0.0002585324,0.0002751597,0.002912094,0.001862945,0.00116487,0.001687262,0.0007241429,0.0002221881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733872,"about_ca_system_score_gemma":0.004886766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03707895,"about_ca_topic_score_gemma":0.05343001,"domain_scores_codex":[0.9890158,0.004982183,0.001844679,0.0006069969,0.00246981,0.001080689],"domain_scores_gemma":[0.9686516,0.01477946,0.004165921,0.001863777,0.009088307,0.001450973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000585962,0.0004546017,0.1978633,0.003649986,0.0001174744,0.002835918,0.3870298,0.001511425,0.01633663,0.01412292,0.006161801,0.3693302],"study_design_scores_gemma":[0.00003516477,0.0007404424,0.5404842,0.001452453,0.00009171395,0.0009056924,0.3865308,0.0005193239,0.004347076,0.0007946463,0.0639636,0.0001348191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778177,0.001179437,0.001396186,0.0004984442,0.00005108996,0.0002290809,0.0002480348,0.00004968763,0.01853036],"genre_scores_gemma":[0.9940725,0.0007784988,0.002384481,0.0002216858,0.00000664688,0.0001225919,0.0002226836,0.00003089635,0.002160109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03707895,"threshold_uncertainty_score":0.07372624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174582438307295,"score_gpt":0.3594270623883756,"score_spread":0.1848446240810806,"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."}}