{"id":"W2903085436","doi":"10.15353/cjds.v7i3.455","title":"Review of \"Innovations in Deaf Studies: The Role of Deaf Scholars\"","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Interpreter; Sign language; Deaf education; American Sign Language; Sign (mathematics); Psychology; Deaf culture; Linguistics; Sociology; Pedagogy; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002299267,0.00008493225,0.0003919264,0.00009138791,0.0001366819,0.0000049948,0.000375297,0.00003371983,0.00008067797],"category_scores_gemma":[0.0034248,0.0000591541,0.00008829182,0.0005140166,0.001201679,0.00009257457,0.0000428859,0.0002227938,0.000005991697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467565,"about_ca_system_score_gemma":0.000257971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583201,"about_ca_topic_score_gemma":0.0491824,"domain_scores_codex":[0.99846,0.000342001,0.000821177,0.00008702403,0.0001126536,0.0001771265],"domain_scores_gemma":[0.997578,0.0004832764,0.0003706099,0.0005156893,0.00098236,0.00007001004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002050282,0.0001480957,0.941269,0.0006103233,0.0005746869,0.000001067362,0.022577,5.888164e-7,0.00003706249,0.006194498,0.0065674,0.02199974],"study_design_scores_gemma":[0.0004541368,0.0005023273,0.8648061,0.004740483,0.0001370708,0.00001453844,0.07074389,0.000001001888,0.0001166963,0.008558227,0.04979864,0.0001268732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784944,0.2052412,0.000001275827,0.007789486,0.0002309923,0.0001922107,0.000007720588,0.000001848688,0.001591263],"genre_scores_gemma":[0.9945424,0.004797794,0.00009749513,0.0004532159,0.00006495851,0.000011052,5.205403e-7,0.000005212766,0.00002733115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095985,"threshold_uncertainty_score":0.9681675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161321168951895,"score_gpt":0.4270185736875412,"score_spread":0.3108864567923517,"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."}}