{"id":"W3107120896","doi":"10.2305/iucn.ch.2020.pag.31.en","title":"Guidelines for geoconservation in protected and conserved areas","year":2020,"lang":"en","type":"book","venue":"","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"Scottish Natural Heritage","keywords":"Geodiversity; Context (archaeology); Set (abstract data type); Key (lock); Computer science; Biodiversity; Geography; Data science; Environmental planning; Ecology; Biology; Archaeology","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":[0.002274139,0.001103222,0.0005714426,0.003393661,0.001735864,0.004552261,0.002843914,0.004871591,0.06186247],"category_scores_gemma":[0.00568951,0.0007116598,0.0005469345,0.004833145,0.002080992,0.005220279,0.002574194,0.003761559,0.04821837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496857,"about_ca_system_score_gemma":0.004579036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185291,"about_ca_topic_score_gemma":0.02816828,"domain_scores_codex":[0.9974771,0.0006790221,0.0003144301,0.0001376929,0.001295055,0.00009670441],"domain_scores_gemma":[0.9969574,0.0008974994,0.000160623,0.0001947214,0.001612737,0.0001769708],"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":[0.000005749731,0.00003798118,0.00007435076,0.0003627175,0.000002281665,0.0001494383,0.0006516204,0.0005804277,0.0003610428,0.04697025,0.8160216,0.1347825],"study_design_scores_gemma":[0.000001095774,0.000002962932,0.00006392575,0.0002136896,7.945072e-7,0.00009589311,0.00009231065,0.00007416464,0.00004165353,0.005047341,0.9943616,0.000004588589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007602671,0.02438191,0.06877852,0.02639885,0.01517959,0.001171652,0.002465756,0.001894157,0.8589693],"genre_scores_gemma":[0.003935975,0.02341597,0.1300764,0.0105175,0.001471565,0.001139926,0.00384358,0.001216301,0.8243828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06186247,"threshold_uncertainty_score":0.2069505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009306536401837,"score_gpt":0.2609559826054071,"score_spread":0.1600253289652234,"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."}}