{"id":"W4309658769","doi":"10.1080/17549507.2022.2143565","title":"Culturally safe speech-language supports for First Nations children: Achieving Sustainable Development Goals 3, 4, 8 and 10","year":2022,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habilitation; Cultural diversity; Sustainable development; Economic growth; Health care; Intervention (counseling); Political science; Diversity (politics); Work (physics); Medicine; Psychology; Nursing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001388958,0.0001989151,0.0002921086,0.0006330446,0.0005282299,0.00008779629,0.0008129451,0.00009410785,0.002759999],"category_scores_gemma":[0.0004405147,0.0001948574,0.0001372747,0.000184178,0.00006920928,0.0002333364,0.000455163,0.0004171327,0.00002839402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229902,"about_ca_system_score_gemma":0.0001619748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007389278,"about_ca_topic_score_gemma":0.0001265655,"domain_scores_codex":[0.9979247,0.0002133949,0.0007480603,0.0002685519,0.000456212,0.000389115],"domain_scores_gemma":[0.9982686,0.0003433948,0.0006034907,0.0002736465,0.0004013016,0.0001095451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003207495,0.003907689,0.1416294,0.0001890815,0.003228036,0.02163211,0.2751535,0.0004175417,0.02444068,0.0252716,0.03257382,0.468349],"study_design_scores_gemma":[0.01409107,0.003003462,0.5589829,0.0002387196,0.000345149,0.0546607,0.133568,0.00009671648,0.006387069,0.001283468,0.2256209,0.001721849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893584,0.001577811,0.0007857227,0.003344513,0.0007653947,0.0004325859,0.00004782626,0.00003604774,0.003651689],"genre_scores_gemma":[0.9802514,0.00004752069,0.007470389,0.0003918333,0.000426851,0.00008228598,0.0001958394,0.00003189323,0.01110201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666272,"threshold_uncertainty_score":0.9981516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065469644277387,"score_gpt":0.3128264442180567,"score_spread":0.3021717477752828,"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."}}