{"id":"W4366286012","doi":"10.1515/ci-2023-0203","title":"Ethics of Chemistry","year":2023,"lang":"en","type":"article","venue":"Chemistry International","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"","keywords":"Chemist; Wage; Political science; Engineering ethics; Law; Chemistry; Environmental ethics; Sociology; Engineering; Organic chemistry; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007554745,0.000474738,0.0005156111,0.0007438808,0.005158745,0.007863095,0.0008504619,0.005471316,0.007638024],"category_scores_gemma":[0.01108753,0.0003139341,0.000371743,0.0005972898,0.03343594,0.004613078,0.003597113,0.007042753,0.00221968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004596359,"about_ca_system_score_gemma":0.006136832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028051,"about_ca_topic_score_gemma":0.001869492,"domain_scores_codex":[0.9900649,0.005891314,0.0003996282,0.0009472059,0.001980351,0.0007166037],"domain_scores_gemma":[0.9923253,0.003939756,0.0005481219,0.001231912,0.001433204,0.0005215634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001583797,0.000002848706,0.00003477525,0.0000116257,0.000001087269,0.00001107699,0.0003337371,0.00005522,0.00002653437,0.9933842,0.004625996,0.001511234],"study_design_scores_gemma":[0.000004862914,0.000006480335,0.00008593284,0.00008684262,0.000001279373,0.00005050975,0.000400283,0.0002086117,0.00009570387,0.7561645,0.2428888,0.000006211866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005049362,0.008488947,0.01876619,0.1166722,0.001932257,0.00009566714,0.0001293691,0.00006841673,0.8487977],"genre_scores_gemma":[0.7484182,0.008929123,0.01488011,0.03983196,0.003153072,0.0004337855,0.0001444779,0.0001417635,0.1840675],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9945287,"threshold_uncertainty_score":0.03995377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098931634248375,"score_gpt":0.2455266165952964,"score_spread":0.2345373002528127,"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."}}