{"id":"W4287797951","doi":"10.55016/ojs/sppp.v13i1.70281","title":"Social Policy Trends: Economic and Emotional Distress","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Emotional distress; Distress; Psychology; Social policy; Economics; Development economics; Political science; Demographic economics; Sociology; Social psychology; Clinical psychology; Psychiatry; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008075532,0.0001660975,0.0001654226,0.002002752,0.0006487899,0.001644192,0.0001990893,0.0007649252,0.01532911],"category_scores_gemma":[0.00470921,0.00008196871,0.0001851249,0.004721359,0.0007763045,0.001892878,0.001152754,0.001216965,0.0009543948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729147,"about_ca_system_score_gemma":0.001647141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02351722,"about_ca_topic_score_gemma":0.05233094,"domain_scores_codex":[0.9993167,0.0001900128,0.00006402624,0.00005796576,0.0001776476,0.0001937532],"domain_scores_gemma":[0.9963804,0.0006625949,0.001611647,0.00007593996,0.0006139431,0.0006554489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002639098,0.0002796872,0.7705496,0.0006334723,0.0001172517,0.0003199274,0.008226652,0.0008500808,0.0004006801,0.04009436,0.05992039,0.1183439],"study_design_scores_gemma":[0.000005424428,0.0000659701,0.9397209,0.0003199577,0.00001688299,0.00009745844,0.01088607,0.0002619782,0.00006860628,0.003176958,0.04536526,0.00001446682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7150509,0.01175934,0.0005437221,0.1143283,0.0009316069,0.00004517952,0.01060557,0.00004735726,0.1466879],"genre_scores_gemma":[0.9749829,0.01028106,0.0001407052,0.003204731,0.0006927843,0.00003771928,0.002217504,0.00001863117,0.008423947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02351722,"threshold_uncertainty_score":0.05128103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118557741942527,"score_gpt":0.4348362472254553,"score_spread":0.3162785052829283,"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."}}