{"id":"W3208694822","doi":"10.1130/abs/2021am-366983","title":"CANADA’S PUBLIC GEOSCIENCE FOR A SUSTAINABLE GLOBAL VILLAGE","year":2021,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Earth science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008027072,0.0003407521,0.0001908261,0.0008528807,0.009298027,0.00438564,0.0008426202,0.001947561,0.04800962],"category_scores_gemma":[0.001675334,0.0002558303,0.0003680503,0.0009725828,0.001130032,0.0009265732,0.00188599,0.002583201,0.003045156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02809682,"about_ca_system_score_gemma":0.2370803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796636,"about_ca_topic_score_gemma":0.9967091,"domain_scores_codex":[0.998955,0.00006017678,0.00001113551,0.00005242049,0.0005149164,0.000406233],"domain_scores_gemma":[0.9966142,0.00009614929,0.00002824208,0.00007285156,0.001285677,0.001902817],"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":[0.00002943546,0.00005227549,0.002358205,0.00006149058,0.000007572648,0.0001941996,0.0004024128,0.0001879544,0.0003069194,0.01629013,0.9525948,0.02751454],"study_design_scores_gemma":[0.00001020926,0.000009498643,0.004782533,0.00003399036,0.000004028182,0.00002431548,0.0009068052,0.0001177785,0.0000932964,0.0005996032,0.9934099,0.000007994381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03247853,0.00388688,0.001555941,0.2263927,0.007229124,0.0003763011,0.007586678,0.0006510252,0.7198429],"genre_scores_gemma":[0.09958071,0.001837209,0.002415595,0.01065037,0.0002587269,0.0000696952,0.00165841,0.0001333434,0.883396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9719032,"threshold_uncertainty_score":0.2038577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939415166664257,"score_gpt":0.2669874874492868,"score_spread":0.2475933357826442,"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."}}