{"id":"W3048739910","doi":"10.29173/hsi296","title":"Reflecting on environment to understand diversifying health perspectives","year":2020,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Comprehension; Public health; Sociology; Public relations; Engineering ethics; Psychology; Political science; Medicine; Engineering; Computer science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004175385,0.0002276381,0.0004505754,0.0002996151,0.008840302,0.00004666152,0.0005281817,0.00009895097,0.0006234656],"category_scores_gemma":[0.0005147486,0.0002168567,0.00004716056,0.001163054,0.0004369558,0.0006247606,0.0004097097,0.001313977,0.003072518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002987284,"about_ca_system_score_gemma":0.003931005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008088141,"about_ca_topic_score_gemma":0.0001262656,"domain_scores_codex":[0.9947826,0.0005771898,0.0007736086,0.001030928,0.001056432,0.001779232],"domain_scores_gemma":[0.9962755,0.0005450612,0.0006247667,0.0004057919,0.000093386,0.002055477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003347481,0.0002115712,0.00790562,0.001837616,0.000009767988,0.000008265921,0.9234044,0.0004094117,0.0001429102,0.01054418,0.04243843,0.01275306],"study_design_scores_gemma":[0.0008759071,0.003106758,0.04725086,0.00082253,0.000004293749,0.000002184956,0.8327819,0.0003209539,0.00002062595,0.000250111,0.114188,0.0003758815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3483656,0.001632168,0.004972673,0.6308525,0.002025244,0.003308604,0.00001802156,0.000391133,0.008433978],"genre_scores_gemma":[0.8370616,0.001288272,0.003890579,0.1565155,0.0009910077,0.00003065485,0.000002116415,0.00002600316,0.0001942936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4886959,"threshold_uncertainty_score":0.9977037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.606433165175268,"score_gpt":0.5958167585139139,"score_spread":0.01061640666135411,"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."}}