{"id":"W2990693425","doi":"10.15353/cjds.v8i5.566","title":"Disability Orientation and Regulatory Focus in the Assistive Technology Context: A Study of Deaf and Hard-of-Hearing Consumers","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regulatory focus theory; Pride; Context (archaeology); Psychology; Focus group; Marketing; Empirical research; Population; Business; Social psychology; Medicine; Political science; Creativity; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001833451,0.00008318842,0.0003608408,0.00007357857,0.0002070331,0.00002148678,0.0001382956,0.00005764993,0.00001028615],"category_scores_gemma":[0.00121845,0.00005493096,0.00004268465,0.0002890686,0.005304412,0.0001918813,0.00002334365,0.0001428327,1.649032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597121,"about_ca_system_score_gemma":0.0002251501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05873412,"about_ca_topic_score_gemma":0.6596343,"domain_scores_codex":[0.9985052,0.0004404508,0.0004779188,0.0001805033,0.0002356485,0.0001602283],"domain_scores_gemma":[0.9985484,0.0006606978,0.0002485889,0.0001859479,0.0002636762,0.00009268721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002685465,0.0001517081,0.9274777,0.000044914,0.00006794597,9.188617e-7,0.06167755,0.000002619645,0.000009009671,0.003395224,0.00000693491,0.007138601],"study_design_scores_gemma":[0.0003571885,0.0001614212,0.6353718,0.00002938521,0.00003176773,0.000001082683,0.3602702,0.000001052872,0.0000119383,0.003675514,0.00005232366,0.00003627732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947165,0.000914504,7.538053e-7,0.003438559,0.0001456777,0.0005825203,0.000007233916,0.000002056256,0.0001921748],"genre_scores_gemma":[0.9999071,0.00003327441,0.00001996742,0.000008418227,0.00001380727,0.000006019418,1.728235e-7,0.000002715415,0.000008482661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6009002,"threshold_uncertainty_score":0.9974026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04655821903883772,"score_gpt":0.3394858335703335,"score_spread":0.2929276145314958,"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."}}