{"id":"W1983500735","doi":"10.1029/2009eo350001","title":"Canada Celebrates International Year of Planet Earth","year":2009,"lang":"en","type":"article","venue":"Eos","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Outreach; Grassroots; Political science; Variety (cybernetics); Library science; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001533466,0.00003346182,0.00005746249,0.000005397754,0.00002264863,0.000004139837,0.00007502173,0.00001028759,0.002516157],"category_scores_gemma":[0.00001037282,0.000021908,0.000008808251,0.0000301711,0.00001715448,0.0000190637,0.000003087215,0.00003068792,0.0001463023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.517344e-7,"about_ca_system_score_gemma":0.00001738765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.431577,"about_ca_topic_score_gemma":0.5530015,"domain_scores_codex":[0.9996977,0.00000599595,0.00005477688,0.00005713017,0.0001059846,0.00007840353],"domain_scores_gemma":[0.9998915,0.00003073374,0.00001168841,0.00002834229,0.000009581424,0.00002811252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000429843,0.0000334399,0.8307744,0.000004280525,0.00002859788,0.00002382885,0.00004423665,0.001064994,0.00005619551,0.0009427284,0.02505857,0.1419258],"study_design_scores_gemma":[0.00003974199,0.00006215563,0.9399527,0.000001096998,0.000001022462,4.551132e-7,0.00001520509,0.0001662617,0.000128677,0.0007281323,0.05887223,0.0000322951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9278717,0.0000955886,0.000001426376,0.001384295,0.0001671714,0.00002954876,0.000150356,0.000008915648,0.07029102],"genre_scores_gemma":[0.9987456,0.000008634966,0.00006607831,0.0003803511,0.00006254383,4.809937e-8,0.00006796933,1.73213e-7,0.0006685781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418935,"threshold_uncertainty_score":0.9983957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006244865188275036,"score_gpt":0.1614085558020324,"score_spread":0.1551636906137574,"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."}}