{"id":"W2981650497","doi":"10.4095/289249","title":"Surficial geology, Kwokullie Lake, British Columbia","year":2011,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Archaeology; Physical geography; Hydrology (agriculture); Oceanography; Geography; Geotechnical engineering","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":["insufficient_payload"],"category_scores_codex":[0.0007582826,0.0002041066,0.0006781794,0.00005835355,0.0002372329,0.0002881399,0.0004212933,0.0006958277,0.3025266],"category_scores_gemma":[0.0002222278,0.0002428728,0.0003328849,0.0002056276,0.0001597002,0.00005537128,0.00003113273,0.0004989175,0.002287767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003969706,"about_ca_system_score_gemma":0.0003699955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8438261,"about_ca_topic_score_gemma":0.9939268,"domain_scores_codex":[0.9976081,0.00009475572,0.0005023218,0.0006672311,0.0005839017,0.0005437342],"domain_scores_gemma":[0.9988956,0.00007724636,0.0002005983,0.0003098306,0.0003003296,0.0002163489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002241338,0.0000189794,0.6565384,0.00002022478,0.0000796981,0.0001534289,0.000003357632,0.0002867433,1.170643e-8,6.102504e-7,0.2345926,0.1083037],"study_design_scores_gemma":[0.00006458049,0.00008348221,0.4048338,0.00002527884,0.0001132253,0.000143102,0.000009706657,0.001007727,4.313114e-8,0.0008601872,0.5924966,0.0003622754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03728044,0.002513928,0.0001791127,0.00007148566,0.001935702,0.0002100152,0.0006992415,0.000229795,0.9568803],"genre_scores_gemma":[0.54062,0.004862858,0.000930191,0.0003557751,0.001358641,0.000003743329,0.004680667,0.00001103483,0.4471771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5097032,"threshold_uncertainty_score":0.9984891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068708999576606,"score_gpt":0.2230524517938321,"score_spread":0.1723653617980661,"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."}}