{"id":"W2897112532","doi":"10.1353/aad.2018.0029","title":"Quality Education and Sustainable Learning Trajectories for Deaf Learners","year":2018,"lang":"en","type":"article","venue":"American annals of the deaf","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Socialization; Articulation (sociology); Sign language; Deaf education; Sign (mathematics); Quality (philosophy); Set (abstract data type); Manual communication; Pedagogy; Developmental psychology; Linguistics; Law; Political science; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577852,0.0001812856,0.0001958089,0.0007371479,0.005143623,0.007120728,0.0004870343,0.002474702,0.01023598],"category_scores_gemma":[0.004602393,0.0001183825,0.0002379933,0.0006464475,0.003583085,0.007581205,0.0115179,0.003732942,0.001287027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007229615,"about_ca_system_score_gemma":0.007581506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056756,"about_ca_topic_score_gemma":0.01736789,"domain_scores_codex":[0.9988922,0.0003143269,0.00005638936,0.0001137216,0.0002868397,0.0003364116],"domain_scores_gemma":[0.9975253,0.0004474351,0.0003284728,0.00005381224,0.0004628964,0.001182116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005616523,0.0005097524,0.01237305,0.0001948956,0.00001023359,0.0004156972,0.05686291,0.0007328481,0.000416176,0.6196545,0.1147281,0.1940456],"study_design_scores_gemma":[0.00002964833,0.0001714269,0.01189211,0.000967201,0.00001081344,0.0003400561,0.07100113,0.001038501,0.001055421,0.2559724,0.6574352,0.00008606348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2343698,0.01734072,0.003645489,0.5674401,0.001009258,0.00009165247,0.0003466308,0.0001376678,0.1756187],"genre_scores_gemma":[0.9319554,0.01420681,0.003081236,0.01064411,0.0001676636,0.00009565685,0.0001174336,0.00006115427,0.03967057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01056756,"threshold_uncertainty_score":0.05245477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07178949506712304,"score_gpt":0.4344886475187071,"score_spread":0.362699152451584,"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."}}