{"id":"W1555731842","doi":"","title":"Geoheritage 1. Geodiversity: A New Paradigm for Valuing and Conserving Geoheritage","year":2008,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodiversity; Legislation; Geography; Political science; Biodiversity; Law; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000270381,0.0001778381,0.00019866,0.00005874223,0.001168978,0.0001160567,0.0003269224,0.00005733032,0.0004142948],"category_scores_gemma":[0.0001469346,0.0001771823,0.00003796958,0.0002832967,0.0002345565,0.000462295,0.00003352421,0.0001004894,0.00001084036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001889921,"about_ca_system_score_gemma":0.001578031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9224651,"about_ca_topic_score_gemma":0.9043121,"domain_scores_codex":[0.9983676,0.00003180885,0.0002021828,0.000451911,0.0003580184,0.0005884821],"domain_scores_gemma":[0.9990593,0.0002067907,0.00008819201,0.000224794,0.0000505025,0.000370443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018344,0.000006467812,0.9697953,0.00004157296,0.0000112969,0.000184348,0.000743758,0.0007537006,0.00005168328,0.00007528918,0.01745316,0.01085328],"study_design_scores_gemma":[0.0004660828,0.00007355245,0.8761737,0.00001634109,0.00001329964,0.0001198493,0.0004437222,0.01135603,0.00002544313,0.0005419055,0.1104489,0.0003211072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944227,0.0007312592,0.001186705,0.002070376,0.0004801635,0.0003153929,0.0001659164,0.00004431098,0.000583172],"genre_scores_gemma":[0.9906524,0.00006495889,0.004345944,0.002148,0.0001204568,0.000002402545,0.00005997038,0.00000459028,0.002601294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09362151,"threshold_uncertainty_score":0.8990952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446438836157438,"score_gpt":0.1694709859729551,"score_spread":0.1450065976113807,"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."}}