{"id":"W4376278085","doi":"10.1080/14643154.2023.2206269","title":"Deafness and Diversity","year":2023,"lang":"en","type":"article","venue":"Deafness & Education International","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Diversity (politics); Psychology; Linguistics; Sociology; Anthropology","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":[0.001822663,0.0001489049,0.0002859813,0.001535654,0.004606731,0.004866348,0.0003356882,0.0008984075,0.01062603],"category_scores_gemma":[0.004744452,0.0001036071,0.0001973443,0.0008897947,0.01093194,0.00366808,0.006000512,0.002216043,0.0005777667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939964,"about_ca_system_score_gemma":0.002000653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007030505,"about_ca_topic_score_gemma":0.01045298,"domain_scores_codex":[0.9980233,0.0008422471,0.00007166074,0.0001784251,0.0005042667,0.0003802255],"domain_scores_gemma":[0.9977197,0.0007105972,0.0002405597,0.0001017554,0.0003129487,0.0009143657],"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":[0.00006444329,0.0001420331,0.0492276,0.0002566695,0.00004748108,0.001245892,0.1221412,0.0001522841,0.0006872538,0.4741023,0.08738181,0.264551],"study_design_scores_gemma":[0.00001707376,0.0001401022,0.07542092,0.001320461,0.00002710389,0.004380481,0.1554214,0.0001007381,0.0002574643,0.1889528,0.5738924,0.00006907598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.232289,0.05911019,0.001500404,0.1414076,0.002594756,0.00004561148,0.0002015786,0.00003902622,0.5628117],"genre_scores_gemma":[0.9591545,0.01434592,0.000349317,0.009468161,0.0006722135,0.00001945932,0.00003628999,0.00001295633,0.01594124],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01062603,"threshold_uncertainty_score":0.03554767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661559732070559,"score_gpt":0.3850503501754145,"score_spread":0.3384347528547089,"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."}}