{"id":"W3173066598","doi":"10.1144/sp508","title":"About this title - Geoethics: Status and Future Perspectives","year":2021,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000958766,0.00006677733,0.00007988569,0.00001194912,0.0002307961,0.0001011483,0.00007226158,0.0001274361,0.06595993],"category_scores_gemma":[0.0001100448,0.00005517422,0.00006261899,0.0002421048,0.0001427992,0.0001298936,0.00001995023,0.0001775057,0.0006462924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004658283,"about_ca_system_score_gemma":0.00009763989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402844,"about_ca_topic_score_gemma":0.000226491,"domain_scores_codex":[0.9993508,0.00003870683,0.00009351574,0.0002113344,0.0001222677,0.0001833167],"domain_scores_gemma":[0.9995094,0.00007369122,0.0000315037,0.0001269589,0.0001433979,0.0001150272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008143274,0.00007544497,0.3667089,0.00001621431,0.00004613745,0.000004466912,0.003505161,0.00001073329,0.000008868821,0.08251034,0.4599282,0.08717744],"study_design_scores_gemma":[0.000055777,0.000009329251,0.3591439,6.831243e-7,0.000003675615,0.00000237719,0.001224182,0.00008531128,0.000001168185,0.002907523,0.6365138,0.00005230525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1375024,0.01452427,0.0001800156,0.06211135,0.0007547235,0.0002331226,0.0001742514,0.0002054637,0.7843144],"genre_scores_gemma":[0.5699,0.06758133,0.0351586,0.02213286,0.03874477,0.00004619147,0.006285675,0.0000321148,0.2601185],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5241959,"threshold_uncertainty_score":0.9348939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788671041714957,"score_gpt":0.2308857275992084,"score_spread":0.2129990171820588,"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."}}