{"id":"W7116105500","doi":"10.11575/prism/50835","title":"Missing Kids, Missing Data: Chronic Student absenteeism in Canada","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Data collection; Psychological intervention; Scope (computer science); Missing data; Intervention (counseling)","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":[0.01184169,0.0002712792,0.0005418458,0.003829184,0.005352214,0.002959058,0.002398154,0.0007881336,0.003568984],"category_scores_gemma":[0.0555643,0.0003838359,0.0007080727,0.009080694,0.002168148,0.0009338284,0.003554442,0.002016529,0.0002743356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02989601,"about_ca_system_score_gemma":0.09572116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989218,"about_ca_topic_score_gemma":0.9928392,"domain_scores_codex":[0.9888546,0.002688948,0.001089557,0.001042374,0.0043427,0.001981789],"domain_scores_gemma":[0.948917,0.01566509,0.01066564,0.003385213,0.01639954,0.004967483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000100173,0.00004295793,0.8676633,0.0007398623,0.0001699191,0.0005549277,0.00693421,0.001031917,0.0001040441,0.00478677,0.04237193,0.07550003],"study_design_scores_gemma":[0.00002537108,0.00004639148,0.9259158,0.002757132,0.0001556804,0.0006079033,0.01570789,0.003189243,0.0003959711,0.003656618,0.04741236,0.0001296909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6962943,0.01814204,0.02523573,0.09203908,0.001587599,0.0008592245,0.1061413,0.0005215009,0.05917918],"genre_scores_gemma":[0.9655296,0.00581653,0.007952692,0.00409145,0.0001683358,0.0002190978,0.01087617,0.00009397484,0.005252084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02989601,"threshold_uncertainty_score":0.2169117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634318611786234,"score_gpt":0.3617703169103521,"score_spread":0.3054271307924897,"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."}}