{"id":"W7097577855","doi":"","title":"Mature Students in the Persistence Puzzle 2","year":2008,"lang":"en","type":"article","venue":"","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persistence (discontinuity); Executive summary","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":[0.00215777,0.000334534,0.0003691393,0.0005428709,0.005147463,0.00879428,0.0009706689,0.002521743,0.03226446],"category_scores_gemma":[0.009608064,0.0002718794,0.0003878969,0.0006697981,0.003608126,0.00631478,0.005781304,0.005952172,0.006214919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176561,"about_ca_system_score_gemma":0.005609901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009684063,"about_ca_topic_score_gemma":0.01731396,"domain_scores_codex":[0.9988663,0.0003087026,0.00003952979,0.0001621632,0.0002200612,0.0004032108],"domain_scores_gemma":[0.9955381,0.0008430376,0.0003433651,0.0002980648,0.0005495833,0.002427931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004364497,0.001144483,0.04670145,0.000209983,0.0000285711,0.002744861,0.1250151,0.0005333157,0.001472137,0.3261029,0.3065681,0.1890427],"study_design_scores_gemma":[0.0001214356,0.0002463968,0.01393199,0.0003271036,0.00002479145,0.001490841,0.1273635,0.001228117,0.0005618151,0.2093731,0.6452609,0.00007001188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5003505,0.002624594,0.007422375,0.0938925,0.0008082488,0.0001587873,0.0003797123,0.0004525521,0.3939107],"genre_scores_gemma":[0.8499194,0.001217714,0.002621165,0.007403377,0.0001207965,0.0001156193,0.0004258635,0.0001956221,0.1379804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03226446,"threshold_uncertainty_score":0.1079354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082547754036012,"score_gpt":0.3866880313400154,"score_spread":0.2784332559364142,"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."}}