{"id":"W7084037266","doi":"10.64628/aam.mu3qasqgu","title":"Companies and governments are paying people to get healthy, and it works","year":2019,"lang":"en","type":"article","venue":"","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Government (linguistics); Payment; Work (physics); Agency (philosophy)","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":[0.001599781,0.000403495,0.00038602,0.0009747122,0.003093223,0.005515862,0.0004889258,0.003355939,0.03634347],"category_scores_gemma":[0.003792339,0.0002173025,0.0004760624,0.001618895,0.002823285,0.003399219,0.002380255,0.003539951,0.00866372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408375,"about_ca_system_score_gemma":0.003430329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520489,"about_ca_topic_score_gemma":0.008512104,"domain_scores_codex":[0.9983088,0.0003063875,0.00004616244,0.0001326265,0.0008539617,0.0003520053],"domain_scores_gemma":[0.9956934,0.000780503,0.0005519996,0.0003520823,0.001075063,0.001546908],"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":[0.0001889779,0.000332722,0.008048123,0.0005378223,0.00007182267,0.0002534959,0.001765325,0.0001922782,0.005442785,0.1099836,0.6608833,0.2122997],"study_design_scores_gemma":[0.00002256879,0.0001131729,0.008596044,0.0002029456,0.00003305894,0.0002965526,0.002782743,0.0001519204,0.001352597,0.02307299,0.9633323,0.00004297253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04860364,0.03454988,0.005975916,0.4473448,0.02684167,0.00007230123,0.0006020235,0.0007536053,0.4352561],"genre_scores_gemma":[0.3935564,0.03284734,0.01006206,0.1201785,0.01140313,0.0001155187,0.0009161631,0.0004571748,0.4304637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03634347,"threshold_uncertainty_score":0.121581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006768028308716582,"score_gpt":0.1940353182743949,"score_spread":0.1872672899656783,"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."}}