{"id":"W1959090916","doi":"10.1002/hast.486","title":"Why Training in Ecological Research Must Incorporate Ethics Education","year":2015,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Pace; Engineering ethics; Environmental ethics; Ecology; Sociology; Field (mathematics); Training (meteorology); Vocabulary; Psychology; Management science; Political science; Engineering; Geography; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009730452,0.00009168564,0.00019882,0.0001320208,0.0001197877,0.00004671828,0.0001258055,0.0001147572,0.00009700401],"category_scores_gemma":[0.006778405,0.00005925915,0.00004128969,0.000407578,0.0001572057,0.00007511445,0.00009521963,0.001018523,0.0000326973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115562,"about_ca_system_score_gemma":0.005017303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000802813,"about_ca_topic_score_gemma":0.0001341237,"domain_scores_codex":[0.997913,0.0003372049,0.0004511361,0.000261474,0.0006269307,0.0004102784],"domain_scores_gemma":[0.9982782,0.0002593483,0.000160022,0.0003518887,0.0005395321,0.0004109851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001146157,0.005492143,0.5307245,0.0007171896,0.0001001937,0.005216254,0.08509327,0.00007710025,0.0001421863,0.01422205,0.2303528,0.1267161],"study_design_scores_gemma":[0.002871805,0.0009334273,0.14756,0.001003767,0.00005170011,0.006119375,0.04981476,0.0010899,0.00002489263,0.01896955,0.771225,0.0003358962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.826884,0.00005291927,0.0001293643,0.07053934,0.0006111827,0.0005689334,0.000001962974,0.00005283989,0.1011595],"genre_scores_gemma":[0.9897379,0.000006283175,0.0004172313,0.00791112,0.0004348179,0.00004272781,0.00005334523,0.00001518686,0.001381336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408722,"threshold_uncertainty_score":0.890048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.447797444474387,"score_gpt":0.4810700164616626,"score_spread":0.03327257198727562,"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."}}