{"id":"W4323923418","doi":"10.1093/ae/tmad016","title":"Introducing Ethos: A Regular Forum for Interdisciplinary Conversations about Ethics in Entomology","year":2023,"lang":"en","type":"article","venue":"American Entomologist","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethos; Entomology; Sociology; Engineering ethics; Environmental ethics; Ecology; Biology; Political science; Engineering; Philosophy; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001350611,0.000147903,0.0002585429,0.0004084192,0.0002041438,0.00002400253,0.0003339264,0.0001411184,0.0002057011],"category_scores_gemma":[0.0005602981,0.0001416521,0.00008018106,0.00118964,0.000895304,0.00009019556,0.000158131,0.0003922454,0.0003716098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002184,"about_ca_system_score_gemma":0.0001067556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722861,"about_ca_topic_score_gemma":0.000866875,"domain_scores_codex":[0.9980757,0.0002943795,0.0003235121,0.0005546211,0.0001426014,0.0006092078],"domain_scores_gemma":[0.9980954,0.001222736,0.0001950232,0.0003342923,0.00007039811,0.00008213451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008012114,0.0006091457,0.4129799,0.00008038489,0.0001475014,0.0002053241,0.185181,0.0005174453,0.002653934,0.1829415,0.1281005,0.0857821],"study_design_scores_gemma":[0.001363466,0.002075973,0.6128387,0.00007976479,0.00005613196,0.0002021937,0.3141856,0.002593593,0.0002867662,0.03411823,0.03135035,0.0008492368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287558,0.0001017252,0.01125611,0.05272537,0.002575516,0.0006597001,0.0000802558,0.0002647372,0.003580835],"genre_scores_gemma":[0.9939237,0.00002691239,0.001388752,0.001263753,0.0001876316,0.0003508732,0.0001905566,0.00001682779,0.002650949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998588,"threshold_uncertainty_score":0.5776404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431767410730063,"score_gpt":0.4216573446706431,"score_spread":0.3573396705633425,"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."}}