{"id":"W7071066186","doi":"","title":"Protocol for the Provision of Amplification v 2023.01","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Digital literacy in education","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Hearing aid; Hearing loss; Protocol analysis; Communications protocol; Voice over IP","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02585818,0.00106844,0.001623385,0.002172782,0.003512369,0.002866373,0.002376025,0.004365446,0.4803939],"category_scores_gemma":[0.04694946,0.002140002,0.001291349,0.001263979,0.001552898,0.001699466,0.002645964,0.005209801,0.1644748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002906339,"about_ca_system_score_gemma":0.01403329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004561149,"about_ca_topic_score_gemma":0.009448621,"domain_scores_codex":[0.9875732,0.006045307,0.001953116,0.001101507,0.002137041,0.001189857],"domain_scores_gemma":[0.9741191,0.009164311,0.001029747,0.005439055,0.008870761,0.001377008],"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":[0.004355569,0.001417755,0.0007031439,0.003016803,0.00002961812,0.0004758291,0.001932836,0.0002554246,0.002588259,0.01274806,0.8368206,0.1356561],"study_design_scores_gemma":[0.001810991,0.0009257728,0.00188095,0.00268352,0.0000286644,0.0003876284,0.0007222774,0.0002776664,0.00192842,0.004478767,0.9847948,0.00008057499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004465834,0.001062856,0.03883187,0.007315064,0.003445429,0.6716322,0.06816485,0.005211625,0.1998703],"genre_scores_gemma":[0.005352799,0.0008467977,0.03093702,0.005277776,0.0003455741,0.862143,0.01270693,0.0005978966,0.08179226],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4803939,"threshold_uncertainty_score":0.7411551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641790083888869,"score_gpt":0.3872592326988292,"score_spread":0.2230802243099423,"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."}}