{"id":"W2009245574","doi":"10.1136/bmj.c6371","title":"Work not welfare","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Filter (signal processing); Medicine; Sample (material); Environmental health; Computer science; Computer vision; Geography; Meteorology; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002540066,0.001199087,0.001062411,0.001362739,0.003282521,0.007190267,0.001985122,0.003554557,0.8316423],"category_scores_gemma":[0.01148752,0.0005256575,0.0008610208,0.001181148,0.001622821,0.003801716,0.006830609,0.003632407,0.7976871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866188,"about_ca_system_score_gemma":0.005528555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003239108,"about_ca_topic_score_gemma":0.00356863,"domain_scores_codex":[0.9964408,0.0007192026,0.0001897656,0.0008848891,0.0009124819,0.0008527147],"domain_scores_gemma":[0.9932187,0.0005777436,0.0002984267,0.001377804,0.00274406,0.001783312],"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":[0.00009261252,0.0001699945,0.0007721535,0.0004215683,0.00002181078,0.0002661091,0.0003166877,0.00003743837,0.000881176,0.008061874,0.7884715,0.2004872],"study_design_scores_gemma":[0.00001351235,0.00003106707,0.0006981293,0.0002170835,0.00000308016,0.00009867981,0.0002195758,0.00003052472,0.00007760714,0.000838972,0.9977651,0.00000678163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001131255,0.001010697,0.001034503,0.01220463,0.006958999,0.0005205201,0.003074276,0.001266149,0.9727989],"genre_scores_gemma":[0.00625607,0.001108209,0.0004691866,0.004836631,0.0008407462,0.000417166,0.002427833,0.0005146717,0.9831294],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8316423,"threshold_uncertainty_score":0.2401418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04474744567544723,"score_gpt":0.3364442215946803,"score_spread":0.2916967759192331,"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."}}