{"id":"W6906592691","doi":"10.17605/osf.io/nzs4y","title":"Canadian Happiness Report May 2022","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002716947,0.001288251,0.001242988,0.005414809,0.007478751,0.008555014,0.002134865,0.004885742,0.1087146],"category_scores_gemma":[0.007514367,0.0008176005,0.001444901,0.006757149,0.0008524847,0.001549968,0.00247134,0.005358824,0.02854197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06552418,"about_ca_system_score_gemma":0.1617206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848003,"about_ca_topic_score_gemma":0.9888082,"domain_scores_codex":[0.9942493,0.0001471144,0.0001658926,0.000263123,0.003666006,0.001508446],"domain_scores_gemma":[0.9940822,0.0001539296,0.00008918595,0.0001700182,0.00452817,0.0009764854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002814118,0.000008383928,0.0002506768,0.0000391446,0.00000792357,0.00001541809,0.00004748749,0.0000414031,0.00002681913,0.005713881,0.9897369,0.004083906],"study_design_scores_gemma":[0.00001172505,0.00000317472,0.005055483,0.00004880366,0.000009934431,0.000007297544,0.0001442465,0.00006018488,0.00008195125,0.0006334306,0.9939224,0.00002142486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004221766,0.008852705,0.0007366676,0.05629566,0.01279891,0.0005240589,0.2817403,0.001161073,0.6336689],"genre_scores_gemma":[0.01082047,0.002604953,0.0008216783,0.004812769,0.0004646644,0.0002466017,0.03660268,0.0002778944,0.9433482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1087146,"threshold_uncertainty_score":0.4754134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545083744031884,"score_gpt":0.2741729109276879,"score_spread":0.258722073487369,"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."}}