{"id":"W3194822813","doi":"10.1080/14643154.2021.1952507","title":"Sign language-medium education in the global South","year":2021,"lang":"en","type":"article","venue":"Deafness & Education International","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sign (mathematics); Media studies; Sociology; Mathematics","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":[0.001188727,0.0002404954,0.0002048299,0.0007208449,0.002859548,0.00224773,0.0003458023,0.0009656519,0.08609863],"category_scores_gemma":[0.001416305,0.0001274728,0.0001874243,0.001072309,0.001714655,0.002283099,0.005135112,0.001595791,0.007155999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200178,"about_ca_system_score_gemma":0.01082628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313748,"about_ca_topic_score_gemma":0.04843298,"domain_scores_codex":[0.9995384,0.0001098796,0.00001604729,0.00003555354,0.00007760314,0.0002225065],"domain_scores_gemma":[0.9991246,0.0001309535,0.00004388165,0.00003385754,0.00007140556,0.000595302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003256795,0.000565097,0.02661446,0.001730984,0.00001521429,0.003135656,0.0427089,0.0002574347,0.008496121,0.06962055,0.2347662,0.6117637],"study_design_scores_gemma":[0.00004243481,0.0002625871,0.0808985,0.001404457,0.00001055583,0.001145224,0.08425082,0.0001052338,0.001379032,0.008547427,0.8219154,0.00003828894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2953151,0.009332585,0.0009062928,0.07232364,0.002549205,0.0001869848,0.0006880042,0.0002744745,0.6184237],"genre_scores_gemma":[0.6471478,0.008427094,0.001040359,0.006463828,0.0001729127,0.0001449808,0.0003679785,0.00009501584,0.33614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08609863,"threshold_uncertainty_score":0.2880287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994284541103252,"score_gpt":0.3924244220787091,"score_spread":0.3724815766676766,"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."}}