{"id":"W4407273744","doi":"10.12794/metadc1538745","title":"American and Canadian Parents' Perceptions of Virtual Education: A Case Study of K-12 Students Living in Saudi Arabia","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Medical education; Developmental psychology; Medicine; Mathematics education","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":[0.00154577,0.0004668983,0.0004859947,0.001161687,0.01860256,0.00311047,0.001099132,0.001274983,0.00275009],"category_scores_gemma":[0.003424529,0.0004014864,0.0004091831,0.001980491,0.002963912,0.001134624,0.002279873,0.00179268,0.0002578798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404461,"about_ca_system_score_gemma":0.01366667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8555765,"about_ca_topic_score_gemma":0.900817,"domain_scores_codex":[0.9984902,0.0004147805,0.0000524533,0.0001261389,0.0003366342,0.0005796864],"domain_scores_gemma":[0.9970685,0.0006626475,0.0003173736,0.00008409892,0.0009566092,0.0009108164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006287608,0.0001347437,0.07888896,0.00009405149,0.00001245534,0.007535421,0.9001706,0.00003715467,0.0005104739,0.0006903225,0.00147369,0.0103893],"study_design_scores_gemma":[0.000002021876,0.00003733061,0.02197502,0.00005958006,0.000008086871,0.0008958295,0.9722075,0.00004191089,0.00008022658,0.00003263186,0.004643524,0.00001633347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965879,0.0003891267,0.00004740141,0.0005967845,0.00001418978,0.00001988491,0.00005157022,0.000002081531,0.002291149],"genre_scores_gemma":[0.9973229,0.0007042147,0.0001430428,0.0003264132,0.000005137731,0.00001058914,0.00003135224,0.000003823821,0.001452645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444235,"threshold_uncertainty_score":0.2905481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764629808260949,"score_gpt":0.3627685385004375,"score_spread":0.345122240417828,"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."}}