{"id":"W178667722","doi":"10.13140/2.1.4956.6728","title":"Student Attendance and Educational Outcomes: Every Day Counts","year":2013,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Attendance; Psychology; Medical education; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002888209,0.0005579144,0.001171502,0.008744467,0.001284955,0.00213862,0.001867269,0.001177262,0.009983702],"category_scores_gemma":[0.01344358,0.0007437014,0.001533048,0.009215381,0.0005288669,0.002539655,0.004188075,0.003456705,0.004260196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009218415,"about_ca_system_score_gemma":0.001214987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03133737,"about_ca_topic_score_gemma":0.07328855,"domain_scores_codex":[0.9962189,0.001029163,0.0005504673,0.0002979511,0.001298027,0.0006056185],"domain_scores_gemma":[0.9852086,0.001684869,0.004252526,0.001450889,0.003829446,0.003573651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003534561,0.0004386445,0.9598077,0.00008467921,0.000199555,0.00003603403,0.001054427,0.0001825154,0.0001353778,0.0001662021,0.01589757,0.02164385],"study_design_scores_gemma":[0.000006797218,0.0001488972,0.996382,0.00001316942,0.00003071416,0.00003299274,0.001003761,0.0002350757,0.00008508756,0.00005038387,0.001996068,0.00001497804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473599,0.0003606666,0.001259979,0.0007056668,0.0002120246,0.0002831219,0.03471299,0.0005679325,0.01453762],"genre_scores_gemma":[0.9324527,0.0003917533,0.002762546,0.0001875502,0.000265684,0.0009134433,0.0426661,0.0002693549,0.02009087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03133737,"threshold_uncertainty_score":0.06230998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968341813408304,"score_gpt":0.3730061769306292,"score_spread":0.2933227587965461,"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."}}