{"id":"W3120714338","doi":"10.1144/sp508-2020-191","title":"Introduction: geoethics goes beyond the geoscience profession","year":2021,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"Strong; Geological Society of London","keywords":"Maturity (psychological); Engineering ethics; Field (mathematics); Order (exchange); Earth science; Ethical issues; Environmental ethics; Political science; Sociology; Engineering; Geology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001681937,0.0005902532,0.0004943287,0.0007697711,0.002514155,0.008548828,0.0006906429,0.003379764,0.0317746],"category_scores_gemma":[0.005207685,0.0002909953,0.0003912777,0.0009691364,0.006531825,0.007409938,0.003097599,0.006842559,0.008980051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003245299,"about_ca_system_score_gemma":0.002978116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836464,"about_ca_topic_score_gemma":0.002915125,"domain_scores_codex":[0.9978733,0.0008171809,0.00008335729,0.0002780275,0.0007697627,0.000178309],"domain_scores_gemma":[0.9957917,0.002717888,0.0001865109,0.0002397219,0.0007745933,0.0002895854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001538963,0.00001402297,0.000132109,0.0002487369,0.000003589272,0.00004469698,0.003727542,0.0000907975,0.0001787332,0.2732894,0.6931406,0.02911428],"study_design_scores_gemma":[0.000002329447,0.000006753599,0.0001438617,0.0003410925,0.000001108466,0.0000406596,0.0006131381,0.00002963608,0.00003761184,0.02019063,0.9785887,0.000004528694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002107332,0.05157145,0.006321908,0.3562107,0.04420952,0.00008931838,0.0003940032,0.0003595382,0.5387362],"genre_scores_gemma":[0.07563647,0.04539501,0.006402474,0.1488968,0.03329767,0.0002352316,0.0005704385,0.0006848363,0.688881],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0317746,"threshold_uncertainty_score":0.1062967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312294573456355,"score_gpt":0.2388983912064227,"score_spread":0.2157754454718591,"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."}}