{"id":"W2046160461","doi":"10.1080/13538320701800134","title":"Sense of Coherence, Problem Freedom and Academic Outcomes of Canadian Domestic and International Students","year":2007,"lang":"en","type":"article","venue":"Quality in Higher Education","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Psychology; Stressor; Path analysis (statistics); Academic achievement; Higher education; Social psychology; Mathematics education; Political science; Clinical psychology; Law; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002606296,0.00007944968,0.0002140249,0.0004752304,0.00007838934,0.000002737618,0.00008426836,0.0002379215,0.0001117096],"category_scores_gemma":[0.000159081,0.00007576277,0.00001188794,0.0002411705,0.00009476683,0.00007441343,0.00002600809,0.0004076645,0.000005794397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385256,"about_ca_system_score_gemma":0.0005047965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1308321,"about_ca_topic_score_gemma":0.04496419,"domain_scores_codex":[0.9982995,0.0003627807,0.0007632376,0.0001745728,0.0001603617,0.000239561],"domain_scores_gemma":[0.998554,0.0007316741,0.0002793262,0.0001348524,0.0001312589,0.0001688715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001910652,0.0000783951,0.9742049,0.0002156624,0.00001157242,4.245175e-7,0.007683957,4.505135e-7,0.0001007616,0.01508424,0.000406663,0.002193877],"study_design_scores_gemma":[0.0004859469,0.00002084798,0.988635,0.0001551336,0.000006609458,0.000001066034,0.002158163,6.99569e-7,0.000003520512,0.005906719,0.002564182,0.00006211446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851246,0.0001448302,0.000006605421,0.005035366,0.001558455,0.0004806009,0.00001378556,0.000007419998,0.007628363],"genre_scores_gemma":[0.9965336,0.0001511332,0.0005023447,0.001041872,0.0001224373,0.00002437181,0.00001577148,0.00000685438,0.001601654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08586788,"threshold_uncertainty_score":0.9724627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505784676614883,"score_gpt":0.5515036422406989,"score_spread":0.4009251745792106,"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."}}