{"id":"W4390031015","doi":"10.12789/geocanj.2023.50.204","title":"Canadian Geoscience Diplomacy in Collaboration with IUGS, UNESCO IGCP Geoparks, and World Heritage Geosites: Past, Present, and Future","year":2023,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Mount Royal University; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Library science; Outreach; Political science; Geopark; Work (physics); Engineering; Tourism; Law; Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002526691,0.0006474837,0.0003989241,0.002110705,0.01463336,0.008950475,0.001486927,0.001689233,0.03417506],"category_scores_gemma":[0.003969988,0.000433183,0.000337555,0.006719917,0.00318002,0.001947599,0.00417169,0.004129658,0.002326745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08394219,"about_ca_system_score_gemma":0.2286443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985208,"about_ca_topic_score_gemma":0.9944661,"domain_scores_codex":[0.9959891,0.0001810736,0.00004361132,0.0002348887,0.001944739,0.001606575],"domain_scores_gemma":[0.9957197,0.000173479,0.0001055995,0.000126164,0.001963761,0.001911273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005255966,0.0000215171,0.002755312,0.000188314,0.00001034258,0.0001630319,0.002902674,0.000152648,0.0004041949,0.04465388,0.8846539,0.06404174],"study_design_scores_gemma":[0.000003628678,0.000003325099,0.003850804,0.00004639669,0.00000226438,0.00001673597,0.001802156,0.00003273799,0.0001004641,0.0004798588,0.9936532,0.000008520975],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01761603,0.02257239,0.002044322,0.1781163,0.01791671,0.0002596901,0.005413864,0.0003366377,0.7557241],"genre_scores_gemma":[0.2151696,0.02324885,0.004751112,0.0220209,0.001247158,0.0001446692,0.004674316,0.0003922369,0.7283511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9160578,"threshold_uncertainty_score":0.6090461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004876812336453503,"score_gpt":0.1792092196050954,"score_spread":0.1743324072686419,"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."}}