{"id":"W1833491815","doi":"","title":"Achieving student success: Effective student services in Canadian higher education","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Student achievement; Higher education; Student engagement; Mathematics education; Psychology; Pedagogy; Academic achievement; Economics; Economic growth","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":[0.003980721,0.0004290209,0.0004535133,0.001447621,0.02671227,0.008806975,0.004165587,0.002788378,0.0170106],"category_scores_gemma":[0.01186388,0.0003968692,0.0005525592,0.002830913,0.004749487,0.002266437,0.008139609,0.004081261,0.001133438],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09116192,"about_ca_system_score_gemma":0.3589023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749207,"about_ca_topic_score_gemma":0.9911123,"domain_scores_codex":[0.9912521,0.001178258,0.0001286802,0.0002624256,0.00184579,0.005332747],"domain_scores_gemma":[0.9691741,0.0008691866,0.0008968374,0.0002295195,0.003924879,0.02490548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003617971,0.001397136,0.2080714,0.0005536831,0.00007335389,0.001153914,0.08151322,0.0007112548,0.0008425724,0.04226619,0.2594829,0.4035725],"study_design_scores_gemma":[0.0001191555,0.0005478499,0.514629,0.0008969439,0.00008392858,0.000470401,0.2416602,0.001417857,0.0006533943,0.008399889,0.2308692,0.0002521634],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7365476,0.002487755,0.0009450167,0.1451568,0.0008258956,0.0002806524,0.0005380257,0.0002176143,0.1130007],"genre_scores_gemma":[0.9772685,0.0008837261,0.0008229397,0.003306725,0.00007467644,0.00004869574,0.0001511546,0.00005319704,0.01739046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9088381,"threshold_uncertainty_score":0.6614292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971734204974701,"score_gpt":0.3720698464627247,"score_spread":0.3423525044129777,"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."}}