{"id":"W6908756487","doi":"10.25949/19759078","title":"Video remote interpreting in times of crisis: building capacity of interpreting services in Australian healthcare settings","year":2022,"lang":"en","type":"dissertation","venue":"Macquarie University","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modalities; Modality (human–computer interaction); Usability; Scale (ratio); Health care; Quarter (Canadian coin); Telemedicine; Videoconferencing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001622238,0.0002271188,0.000697348,0.0005756421,0.0001019053,0.00001588465,0.0006267981,0.000279239,0.0005670936],"category_scores_gemma":[0.001352399,0.0002833276,0.0001366218,0.0006149184,0.00008094207,0.0001396654,0.0002676489,0.001116718,8.561934e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253372,"about_ca_system_score_gemma":0.000187991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023798,"about_ca_topic_score_gemma":0.01578323,"domain_scores_codex":[0.9973117,0.0006539167,0.0006983919,0.0004627743,0.00049177,0.0003814618],"domain_scores_gemma":[0.9975433,0.001332177,0.0005103321,0.0003305325,0.0001980992,0.00008553715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.008316511,0.001406713,0.04961277,0.126767,0.0004877613,0.0006461152,0.3933959,0.0003903418,0.004293645,0.3907764,0.001697693,0.02220912],"study_design_scores_gemma":[0.001970782,0.0006761124,0.007961131,0.01825534,0.0001968844,0.000005817908,0.3763491,0.01597661,0.00710093,0.5689484,0.001274674,0.001284249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944627,0.00004364412,0.0002266037,0.0005473543,0.00009267677,0.0004621623,0.0002533623,0.00003042927,0.003881033],"genre_scores_gemma":[0.9906815,0.00001395647,0.0086685,0.00002191569,0.00000522041,6.804958e-7,0.0000999379,0.00002064962,0.0004876862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.178172,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947958702387403,"score_gpt":0.3396422582884687,"score_spread":0.3101626712645947,"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."}}