{"id":"W4413536223","doi":"10.64628/aam.wve7qh3qw","title":"Canada must make communication more inclusive for deaf people","year":2024,"lang":"en","type":"article","venue":"","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Internet privacy; Business; Computer science; Communication; Public relations; Geography; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002003467,0.00007271073,0.00008059537,0.00004094335,0.0001556049,0.00004099677,0.0003071342,0.00005392219,0.0005635931],"category_scores_gemma":[0.00002181935,0.00006785541,0.0000335453,0.0001372835,0.00001785863,0.00004118587,0.0001263765,0.0001180694,0.00005886057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541824,"about_ca_system_score_gemma":0.000277195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6441615,"about_ca_topic_score_gemma":0.8647071,"domain_scores_codex":[0.9994102,0.00006118532,0.0001477607,0.0001327603,0.00008541912,0.0001626474],"domain_scores_gemma":[0.9989274,0.0002823999,0.00002075744,0.0006790159,0.00004617534,0.00004424797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004772377,0.0001316487,0.003419871,0.0000906961,0.0001578836,0.000004445092,0.0125047,0.00001591346,0.0001374096,0.2357102,0.6476279,0.1001516],"study_design_scores_gemma":[0.0003170267,0.00005231263,0.04099645,0.0000362003,0.00003021894,0.00001063618,0.003854827,0.003327554,0.00007050235,0.001377297,0.9497566,0.000170353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5101188,0.004016225,0.007406344,0.132293,0.001656172,0.001847342,0.0001069249,0.0006834109,0.3418717],"genre_scores_gemma":[0.9803298,0.00001952725,0.000924021,0.00128233,0.00004655921,0.000198906,0.0001326549,0.00001746309,0.01704877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4702109,"threshold_uncertainty_score":0.6170949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044421395520104,"score_gpt":0.3465827120227027,"score_spread":0.3261384980675017,"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."}}