{"id":"W6924989879","doi":"10.17605/osf.io/f8t5d","title":"Canadian Happiness Report","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Government (linguistics); Series (stratigraphy); Agency (philosophy); Work (physics)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007429198,0.0001773497,0.0002729527,0.0001046752,0.00184691,0.0001406824,0.001317924,0.000114579,0.6333235],"category_scores_gemma":[0.001562643,0.0002107469,0.0001841318,0.0002575919,0.0002023036,0.0003132901,0.0008971381,0.0004945097,0.2931553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003053484,"about_ca_system_score_gemma":0.002188104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7085494,"about_ca_topic_score_gemma":0.4215016,"domain_scores_codex":[0.9966302,0.0004148451,0.0004821811,0.001330844,0.000508866,0.0006330716],"domain_scores_gemma":[0.9970337,0.00013968,0.0003170091,0.001961831,0.00008483478,0.0004629272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007281157,0.0003497846,0.4666041,0.0000425175,0.0002326646,0.0009248835,0.06203397,0.00303795,0.0002082223,0.1102907,0.3136577,0.04254462],"study_design_scores_gemma":[0.0001910631,3.659688e-7,0.03591879,0.000005773969,0.00001104108,0.000053104,0.002285294,0.00005181395,0.00004481003,0.01192381,0.9492556,0.0002585405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.286065,0.000001536085,0.00003914292,0.003382799,0.000769211,0.0004169925,0.0000274051,0.00007247786,0.7092255],"genre_scores_gemma":[0.5504152,0.00003936008,0.00008526309,0.0003470712,0.000130433,0.0001718627,0.00001340677,0.00001762892,0.4487798],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6355979,"threshold_uncertainty_score":0.9994525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192419553960911,"score_gpt":0.2606496514058407,"score_spread":0.2487254558662316,"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."}}