{"id":"W6888771304","doi":"10.21966/mnwn-gw16","title":"Groundwater sampling in the Kwakshua Watersheds of Calvert and Hecate Islands, BC (2016-2019)","year":2016,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piezometer; Hydrology (agriculture); Water table; Groundwater; Bog; Permafrost; Groundwater recharge; Lysimeter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00150498,0.0008303642,0.001042718,0.0006486247,0.0002015715,0.0001974644,0.001451086,0.0006094825,0.000261449],"category_scores_gemma":[0.0001189303,0.0004659549,0.0001950833,0.0003676641,0.0008812266,0.0007680637,0.0005363721,0.0007891501,0.003266243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194797,"about_ca_system_score_gemma":0.0002824278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007002875,"about_ca_topic_score_gemma":0.003017989,"domain_scores_codex":[0.9960555,0.0002594649,0.001005049,0.0009314361,0.0007943493,0.0009541454],"domain_scores_gemma":[0.9972551,0.0001577281,0.0004718117,0.001838712,0.0001297,0.0001469204],"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":[0.0001598089,0.0001514282,0.0002725159,0.0002941342,0.0001448581,0.00010626,0.0003690316,0.000005612258,0.0003773659,0.00009425548,0.997495,0.0005297545],"study_design_scores_gemma":[0.001555864,0.00008405439,0.0006170647,0.0009227808,0.0001967033,0.0001200731,0.00003423158,0.000004283308,0.0001811672,0.0003021215,0.9952908,0.0006908893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003773644,0.0006519496,0.00008341612,0.000283927,0.001419482,0.0008179194,0.9924527,0.00006194441,0.0004550594],"genre_scores_gemma":[0.00366748,0.001695604,0.0001602865,0.0003744282,0.0005877843,0.0001146796,0.9924814,0.0001220733,0.0007962482],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003984886,"threshold_uncertainty_score":0.9997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685420079029526,"score_gpt":0.2843071522149235,"score_spread":0.2474529514246283,"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."}}