{"id":"W2903841202","doi":"10.1136/bmj.k4771","title":"Business not as usual: how multisectoral collaboration can promote transformative change for health and sustainable development","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrition International; University of Manitoba","funders":"World Health Organization","keywords":"Transformative learning; Sustainable development; Political science; Business; Environmental planning; Process management; Sociology; Geography; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172315,0.0001476458,0.0002621121,0.0001409329,0.0005732398,0.000182907,0.00008678377,0.00007597081,0.00001316555],"category_scores_gemma":[0.0005313089,0.0001290125,0.00001707645,0.0004198753,0.00006783313,0.0008405097,0.00006271651,0.0000486934,0.00001742686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307297,"about_ca_system_score_gemma":0.0003765456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138657,"about_ca_topic_score_gemma":0.003362457,"domain_scores_codex":[0.9986375,0.00002639032,0.0003077756,0.0002091134,0.0001148905,0.0007043544],"domain_scores_gemma":[0.9987824,0.00003009397,0.0002532113,0.00009658191,0.0007824494,0.00005524482],"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":[0.0003814568,0.0001020788,0.001672464,0.004439169,0.00004999291,0.000003918123,0.009936929,0.000008195522,0.00002532395,0.06470615,0.8837464,0.03492791],"study_design_scores_gemma":[0.0006962732,0.00007897023,0.01139331,0.0000401405,0.000004816656,0.000001888222,0.003438034,0.002231787,0.00001272586,0.0003093979,0.9816336,0.0001590652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3144706,0.00007163119,0.001906826,0.6779579,0.0005716872,0.003648598,0.00001998714,0.0001151438,0.00123759],"genre_scores_gemma":[0.8675497,0.00002442427,0.002295446,0.1248226,0.0034744,0.0007835585,0.0001994054,0.00003265769,0.00081779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5531353,"threshold_uncertainty_score":0.9951967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06758551511827393,"score_gpt":0.3616659706219572,"score_spread":0.2940804555036833,"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."}}