{"id":"W4282916432","doi":"10.1007/s42413-022-00169-3","title":"Well-Being on Prince Edward Island, Canada: a Statistical Case-Study of Well-Being Related Community Factors","year":2022,"lang":"en","type":"article","venue":"International Journal of Community Well-Being","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; History; Regional science; Demography; Sociology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004229637,0.0005666987,0.0009640047,0.0007873422,0.002033013,0.0001184686,0.002349489,0.0002210169,0.00347074],"category_scores_gemma":[0.0006491602,0.0005506753,0.0003205162,0.0005589807,0.0002294902,0.0002758844,0.000825651,0.007684891,0.0000373621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185892,"about_ca_system_score_gemma":0.0002959715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3791563,"about_ca_topic_score_gemma":0.09433486,"domain_scores_codex":[0.9876543,0.007140222,0.002254362,0.0003295191,0.001963326,0.0006583062],"domain_scores_gemma":[0.9908977,0.005302739,0.00177893,0.001092026,0.0005899782,0.000338583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.006285264,0.01973304,0.5029247,0.0001598529,0.008010547,0.02337173,0.3328171,0.0214853,0.0008115474,0.04547245,0.02085168,0.0180768],"study_design_scores_gemma":[0.01840799,0.01404495,0.3888011,0.0008539371,0.0009266784,0.02455842,0.4670986,0.001084505,0.0008087105,0.04514345,0.03568688,0.00258485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847262,0.00002853847,0.0004221333,0.0005903009,0.004418816,0.0003612373,0.00003928114,0.00006518814,0.1093483],"genre_scores_gemma":[0.9979235,0.00001670054,0.00008672635,0.0009154431,0.000228157,0.00002011909,0.00008433627,0.0000783443,0.0006466623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2848214,"threshold_uncertainty_score":0.9996945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695387881817824,"score_gpt":0.3266703943726023,"score_spread":0.2997165155544241,"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."}}