{"id":"W4398216149","doi":"10.26522/brocked.v33i2.1052","title":"Manitoba Grade 9 Students’ Satisfaction with Life","year":2024,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Life satisfaction; Mathematics education; Medical education; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002616144,0.0000720251,0.00007074231,0.0001128175,0.0008403833,0.0007056211,0.0001371674,0.00005514693,0.0008119952],"category_scores_gemma":[0.00009080181,0.0000615492,0.00004025999,0.0002897175,0.0000425978,0.0004518499,0.000009887998,0.0002145098,0.0001789675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002889948,"about_ca_system_score_gemma":0.003713086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008526369,"about_ca_topic_score_gemma":0.002881218,"domain_scores_codex":[0.9988179,0.00009344798,0.0001672785,0.0001107645,0.000615908,0.0001946923],"domain_scores_gemma":[0.99943,0.00002956087,0.00005966736,0.00004210157,0.0001255634,0.0003130798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006080212,0.00005648673,0.8661439,0.000008365711,0.00005023656,0.000004914236,0.01991807,9.610194e-7,0.000009269345,0.002658906,0.07496479,0.03617799],"study_design_scores_gemma":[0.00008149129,0.00001656348,0.7526049,0.00006428768,0.00002537241,0.00002375937,0.03636079,3.866693e-7,0.000003329383,0.001247843,0.2094545,0.0001167665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981158,0.0004616791,0.0003073403,0.003837371,0.004335585,0.0001473936,7.087322e-7,0.0000906386,0.009661289],"genre_scores_gemma":[0.984098,0.0002859078,0.0003300062,0.0003846222,0.002264166,0.00001120659,0.000003149772,0.00001126897,0.01261171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344897,"threshold_uncertainty_score":0.8890778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533402152468018,"score_gpt":0.3412342403719467,"score_spread":0.3159002188472665,"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."}}