{"id":"W3214347112","doi":"10.29173/cjfy30029","title":"From the Peripheral to the Transboundary: Documenting the Lived Experiences of Students and Parents with Online Math Tutoring Services","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004646018,0.0004331364,0.0006585465,0.001423533,0.01260096,0.006102647,0.001595566,0.001186226,0.001896003],"category_scores_gemma":[0.01096486,0.0005395547,0.0002650432,0.002030564,0.01015358,0.003667909,0.007367803,0.002736699,0.0001891513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01580076,"about_ca_system_score_gemma":0.01843375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4461434,"about_ca_topic_score_gemma":0.6545532,"domain_scores_codex":[0.9952071,0.002489694,0.0001594096,0.0003519567,0.0007067436,0.001084992],"domain_scores_gemma":[0.9922322,0.003690911,0.0008601695,0.0002827884,0.001253985,0.001679942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008141976,0.000006414334,0.003959908,0.00001677946,0.000001326148,0.0002558412,0.9934741,0.000005937213,0.0001309622,0.0001765741,0.0001377913,0.001826148],"study_design_scores_gemma":[6.782555e-7,0.00001018718,0.003226621,0.00003502786,0.000002152778,0.00009275138,0.9938282,0.00001285052,0.00007357846,0.00003949233,0.002672899,0.000005514575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957393,0.0005339858,0.0002796724,0.0008018615,0.00001769427,0.00002528214,0.00006458367,0.000006313144,0.002531266],"genre_scores_gemma":[0.998069,0.0005997944,0.0001936738,0.0001758701,0.000007091464,0.00002126284,0.00003425781,0.000008886668,0.0008900914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5538566,"threshold_uncertainty_score":0.8870931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320302214692306,"score_gpt":0.3150945023405145,"score_spread":0.2918914801935915,"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."}}