{"id":"W4388938988","doi":"10.32920/24624978.v1","title":"Communicating Access, Accessing Communication (Dispatch)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Plan (archaeology); Interpreter; Action plan; The arts; Action (physics); Process (computing); Sociology; Visual arts; Public relations; Multimedia; Computer science; Political science; Management; Art; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001587135,0.0004988651,0.0001673862,0.0008455177,0.003857507,0.007845601,0.0006282985,0.001758672,0.1251799],"category_scores_gemma":[0.007592726,0.0002503068,0.0002687681,0.0009277795,0.003852199,0.006537326,0.005327574,0.002178919,0.02915309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123882,"about_ca_system_score_gemma":0.002493048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006895578,"about_ca_topic_score_gemma":0.008751484,"domain_scores_codex":[0.9987006,0.0005170131,0.00007541448,0.0001878358,0.0003361715,0.0001829074],"domain_scores_gemma":[0.997659,0.0008060512,0.0001166594,0.0003195642,0.0005373172,0.0005613836],"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":[0.00007908486,0.00003902988,0.001101336,0.0003746992,0.000007407817,0.0002747463,0.04002765,0.00004828159,0.001013846,0.2537554,0.5310257,0.1722528],"study_design_scores_gemma":[0.000008351423,0.00002138729,0.002184862,0.0001920104,0.000005007742,0.0003045433,0.01095414,0.00007016958,0.0003388292,0.01562806,0.970278,0.00001471655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00871533,0.002713435,0.008089947,0.02426589,0.005607664,0.0001490047,0.0009859703,0.0008740179,0.9485988],"genre_scores_gemma":[0.3390082,0.006377609,0.01363723,0.01113694,0.002598541,0.0005129391,0.001350012,0.001329125,0.6240494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1251799,"threshold_uncertainty_score":0.4187685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2682376851913987,"score_gpt":0.4743820098072795,"score_spread":0.2061443246158808,"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."}}