{"id":"W2557545205","doi":"10.1177/1540796916661163","title":"Values, Practice, Science, and AAC","year":2016,"lang":"en","type":"article","venue":"Research and Practice for Persons with Severe Disabilities","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Augmentative and alternative communication; Practice research; Psychology; Computer science; Epistemology; Engineering ethics; Engineering; Philosophy; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04706367,0.0006013523,0.001126261,0.005539831,0.008590008,0.0216167,0.001892836,0.005774155,0.003010651],"category_scores_gemma":[0.06554464,0.0004790551,0.0004906144,0.004703037,0.09570366,0.010311,0.009734059,0.007917181,0.0005784006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01449184,"about_ca_system_score_gemma":0.03364509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101385,"about_ca_topic_score_gemma":0.01048364,"domain_scores_codex":[0.9209262,0.0594163,0.00324206,0.002469628,0.01197214,0.001973653],"domain_scores_gemma":[0.9161457,0.05993024,0.004962539,0.005087412,0.008994391,0.00487966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000250458,0.00009086804,0.0017193,0.0005641347,0.00001860263,0.0001664908,0.03457744,0.0002994822,0.0001238035,0.8854936,0.004325798,0.07259534],"study_design_scores_gemma":[0.00002395671,0.00008578376,0.001386845,0.002578736,0.00001014062,0.0002682012,0.02990305,0.0002455348,0.0002146338,0.8615665,0.1036675,0.00004919837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04266828,0.06180028,0.0517647,0.3205031,0.003050545,0.0003653341,0.00009714153,0.0001596404,0.519591],"genre_scores_gemma":[0.9256581,0.02282103,0.03099076,0.01083885,0.001110847,0.0005258307,0.00004450484,0.00005711908,0.007952988],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04706367,"threshold_uncertainty_score":0.2488995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055962420854156,"score_gpt":0.5327368607976416,"score_spread":0.327140618712226,"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."}}