{"id":"W2981510182","doi":"10.4095/297738","title":"Highlights of OGS - GSC collaboration on Regional Groundwater Studies: 2015 - 2016","year":2016,"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":"Groundwater; Geography; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006264061,0.0002608305,0.0006223065,0.0001948284,0.0001066161,0.00002751171,0.0002113834,0.0002903765,0.00603633],"category_scores_gemma":[0.0001401712,0.0001215385,0.0001783342,0.0001979286,0.0001217047,0.0001025905,0.00001352496,0.0001226106,0.001157519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002112426,"about_ca_system_score_gemma":0.0003638531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117092,"about_ca_topic_score_gemma":0.004037371,"domain_scores_codex":[0.9976559,0.00009712273,0.0005387263,0.0004710037,0.0009807401,0.0002565224],"domain_scores_gemma":[0.9981542,0.0002381881,0.0003377002,0.0003068431,0.000863056,0.000100008],"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":[0.00004720611,0.00005601226,0.005388203,0.00009651811,0.0005022011,0.00001866302,0.00007167687,0.001250118,0.000004640832,0.0001434933,0.9843457,0.008075526],"study_design_scores_gemma":[0.0002431218,0.0006071266,0.004049045,0.0004196408,0.0001904182,0.000008607507,0.0001442205,0.0004580785,0.00003592641,0.002867618,0.9905373,0.0004389127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05795133,0.04956946,0.001742552,0.05859075,0.01162101,0.001378696,0.001895877,0.0004832259,0.8167671],"genre_scores_gemma":[0.6259208,0.03637334,0.0005173431,0.0004434399,0.001638604,0.000004790687,0.001615042,0.00001011197,0.3334765],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5679695,"threshold_uncertainty_score":0.9996202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0817423144770846,"score_gpt":0.3087771565448465,"score_spread":0.2270348420677619,"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."}}