{"id":"W3121760874","doi":"","title":"The Role of Economic Factors, Including the Level of Tuition, in Individual University Participation Decisions in Canada","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Unemployment; Variation (astronomy); Affect (linguistics); Demographic economics; University education; Higher education; Economics; Political science; Economic growth; Psychology","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":[0.00464591,0.0001201413,0.0003007361,0.0003821335,0.0004827352,0.00004814647,0.001152538,0.0001337525,0.00005059336],"category_scores_gemma":[0.002033197,0.0001027062,0.0000596369,0.0002793727,0.0007476111,0.0001114729,0.000946038,0.0008504892,9.729673e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006613483,"about_ca_system_score_gemma":0.01149433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8674663,"about_ca_topic_score_gemma":0.9972577,"domain_scores_codex":[0.9969071,0.001154628,0.000592639,0.000326461,0.0004464508,0.0005726935],"domain_scores_gemma":[0.9938401,0.005245016,0.0002531534,0.0004224904,0.0001420294,0.00009718423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003842518,0.00008769965,0.896952,0.00001089977,0.00005956817,0.000001397279,0.02403564,0.01869194,0.000008229199,0.005375289,0.0001467744,0.05459219],"study_design_scores_gemma":[0.0002075297,0.00001065992,0.8663909,0.00008599595,0.000003709267,4.508129e-8,0.09822123,0.000583288,0.00007777594,0.002406967,0.03188933,0.0001225501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835853,0.0001455268,2.729095e-7,0.001735049,0.0001445361,0.0005759036,0.0001904197,0.000002695774,0.01362029],"genre_scores_gemma":[0.9900016,0.009510043,0.00003480535,0.000006004949,0.00005578057,0.00003835669,0.0000157527,0.000008659599,0.0003289535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297915,"threshold_uncertainty_score":0.9972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623954088297266,"score_gpt":0.4169051548664925,"score_spread":0.2545097460367658,"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."}}