{"id":"W4735139","doi":"10.55016/ojs/ajer.v51i1.55102","title":"Assessing the Determinants of Life Satisfaction in a Canadian University Student Sample","year":2005,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Regina","keywords":"Life satisfaction; Psychology; Sample (material); Higher education; Applied psychology; Social psychology; Economic growth; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00161781,0.00006156427,0.000135411,0.0004483542,0.0001741997,0.0000348344,0.000268086,0.00007680433,0.007642816],"category_scores_gemma":[0.003314535,0.00004716419,0.00005444219,0.0004289081,0.0001176127,0.0002297138,0.00001858233,0.0004766461,0.0001056366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423693,"about_ca_system_score_gemma":0.001085425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5166554,"about_ca_topic_score_gemma":0.6845065,"domain_scores_codex":[0.9982383,0.0006375049,0.0003408479,0.0001259307,0.0003468774,0.0003105906],"domain_scores_gemma":[0.9895336,0.009638193,0.0001829883,0.0001586462,0.0002525185,0.0002340247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004905603,0.0001408431,0.9844135,0.000003011552,0.00002705562,0.000001098088,0.001445577,0.00006450562,0.00003479002,0.003303095,0.002609191,0.00790829],"study_design_scores_gemma":[0.0002995922,0.00007820738,0.9861774,0.00003064823,0.000006556103,0.0000271496,0.002786232,0.00002615242,0.000007205792,0.0003250556,0.01019253,0.00004330687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614916,0.0001433954,0.000004220651,0.007809667,0.0003649121,0.00008852135,0.000002526835,2.492964e-7,0.03009493],"genre_scores_gemma":[0.9977373,0.00003191046,0.00007990789,0.0001105988,0.0002695474,0.000001602461,0.000001229147,0.00000536858,0.001762548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1678511,"threshold_uncertainty_score":0.9932643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110167695686574,"score_gpt":0.4773757559985952,"score_spread":0.3672080603120212,"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."}}