{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002015542,0.0001904571,0.0003171971,0.001295467,0.001663333,0.002571022,0.0008055373,0.000882627,0.01880308],"category_scores_gemma":[0.007464825,0.0001929267,0.0003648357,0.001379913,0.0008741686,0.002424624,0.002332015,0.001675284,0.001657557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008039981,"about_ca_system_score_gemma":0.001141104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01306161,"about_ca_topic_score_gemma":0.0190483,"domain_scores_codex":[0.9989742,0.0002753714,0.0001143151,0.0001257478,0.0003253679,0.0001850697],"domain_scores_gemma":[0.9917047,0.001074335,0.003400547,0.0001948285,0.0009084584,0.002717281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000476866,0.0002007227,0.9811727,0.00006681897,0.00002427577,0.0001659337,0.005198785,0.00002802856,0.00007069237,0.0002149894,0.00255849,0.0102508],"study_design_scores_gemma":[0.00000400503,0.00009476913,0.9667361,0.0001554843,0.00001664657,0.0003476834,0.0279729,0.00009430788,0.00003625834,0.0001883775,0.004335406,0.00001805879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892931,0.001209467,0.0001294142,0.002146023,0.00007032774,0.00005347676,0.0006311559,0.00001277833,0.006454354],"genre_scores_gemma":[0.9950938,0.001086848,0.000222266,0.0004269361,0.00006192297,0.00004961932,0.0004162709,0.000007573475,0.002634749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01880308,"threshold_uncertainty_score":0.06290263,"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."}}