{"id":"W3091831069","doi":"10.32405/978-966-97763-9-6-2020-194-195","title":"Educational environment for children with visual impairments: Canadian experience","year":2020,"lang":"en","type":"article","venue":"","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction; Multimedia","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":[0.000007552429,0.00004575209,0.00002975182,0.0000152431,0.0000335425,0.00001091951,0.00002747487,0.00001383038,0.0009526574],"category_scores_gemma":[0.000003206202,0.00004196043,0.000009699715,0.00003388731,0.000007884396,0.00005691646,0.000001972156,0.00002031257,0.00006124584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004790679,"about_ca_system_score_gemma":0.00002542033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439727,"about_ca_topic_score_gemma":0.001530265,"domain_scores_codex":[0.9997448,0.00000165457,0.00004834232,0.00006804673,0.00005253277,0.00008459151],"domain_scores_gemma":[0.999821,0.000004996087,0.000004707192,0.00002336104,0.000006747035,0.0001392078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002894679,0.0005152368,0.5817227,0.000205896,0.000806055,0.000007804527,0.03169956,0.06233949,0.02147545,0.006022853,0.1055956,0.1893199],"study_design_scores_gemma":[0.002906332,0.0008882838,0.8242373,0.0000285449,0.00004769796,0.00001903817,0.001268374,0.1058982,0.02625112,0.0001590925,0.03725825,0.00103769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713578,0.00001703998,0.02513381,0.001537774,0.00004735169,0.0003713547,0.00003048975,0.00007805238,0.001426329],"genre_scores_gemma":[0.9976787,0.000002671327,0.001283211,0.0006965247,0.00008006601,0.00008079401,0.000138695,0.000008565392,0.00003079617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425146,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007718414658670042,"score_gpt":0.2147837652288415,"score_spread":0.2070653505701715,"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."}}