{"id":"W7005832816","doi":"","title":"Snapshot of student wellbeing","year":2016,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); Quarter (Canadian coin); Data collection","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00755316,0.0001966507,0.0002636072,0.0003187702,0.0003481146,0.00006733208,0.0008402393,0.0002208898,0.03649442],"category_scores_gemma":[0.004031978,0.0001396705,0.0001710767,0.0005987601,0.0008086952,0.0001970891,0.0001205036,0.0004819352,0.001503756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215909,"about_ca_system_score_gemma":0.001235732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007332872,"about_ca_topic_score_gemma":0.00008573195,"domain_scores_codex":[0.9940435,0.000622838,0.0005158508,0.0007357533,0.002869714,0.001212288],"domain_scores_gemma":[0.9903868,0.005326902,0.0001145561,0.0007526512,0.002987403,0.0004316636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006324206,0.0008685487,0.04299991,0.00006226741,0.0001901742,0.000003409158,0.001134844,0.000002355649,0.01535077,0.1448679,0.7828985,0.01098882],"study_design_scores_gemma":[0.001880375,0.00102928,0.5608394,0.0001487095,0.00001367909,0.00001326911,0.001767843,0.000001901804,0.001639519,0.06181219,0.3705588,0.0002950213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806448,0.0002541155,0.000135515,0.03729777,0.001540056,0.001526849,0.0002990281,0.00003951203,0.1524592],"genre_scores_gemma":[0.8758174,0.00006530926,0.0002484267,0.00005999692,0.0006472362,0.0004825049,0.0000413555,0.00003582744,0.1226019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5178395,"threshold_uncertainty_score":0.9992737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5145809104965954,"score_gpt":0.5203984521669968,"score_spread":0.005817541670401383,"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."}}