{"id":"W1584246128","doi":"","title":"Commuter Students: Involvement and Identification with an Institution of Higher Education","year":2011,"lang":"en","type":"article","venue":"The Academy of Educational Leadership Journal","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yesterday; Higher education; Population; Quarter (Canadian coin); Institution; Socioeconomic status; Public relations; Sociology; Political science; Psychology; Demographic economics; Geography; Demography; Economics; Social science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762282,0.00008750006,0.000117695,0.0001715025,0.0005863762,0.00005555976,0.0005773444,0.00006175593,0.0006439178],"category_scores_gemma":[0.0001169623,0.0000620348,0.00002839608,0.0002864143,0.001213641,0.0006623629,0.00003226261,0.0002959921,0.000007039394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118798,"about_ca_system_score_gemma":0.0007908073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003238775,"about_ca_topic_score_gemma":0.00005132269,"domain_scores_codex":[0.9980916,0.0004557089,0.0003550809,0.0001285337,0.0007790509,0.0001900632],"domain_scores_gemma":[0.9987768,0.0002050317,0.0004103802,0.0001126792,0.0003566179,0.0001384832],"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":[0.0001327278,0.001524636,0.4029779,0.00007697739,0.0001834479,5.22127e-8,0.1348206,0.00000354845,0.0004048976,0.4523322,0.005428104,0.002114958],"study_design_scores_gemma":[0.0001716037,0.0000744689,0.933136,0.00008597816,0.00004404084,0.000003766789,0.04295571,2.789355e-7,0.0003710899,0.01755822,0.005519013,0.00007983795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207807,0.001431671,0.0000229256,0.07371195,0.0003534556,0.0003610025,0.000002842823,0.000006818222,0.003328666],"genre_scores_gemma":[0.99466,0.0002597333,0.0006884509,0.0006116939,0.0004614061,0.00003844113,0.00000343985,0.000006666159,0.003270212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.530158,"threshold_uncertainty_score":0.7050449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2458184252319018,"score_gpt":0.4482414996978489,"score_spread":0.202423074465947,"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."}}