{"id":"W6945599735","doi":"10.26186/149730","title":"Hydrogeology and groundwater systems of the South Nicholson and Georgina basins, Northern Territory and Queensland","year":2024,"lang":"en","type":"article","venue":"Geoscience Australia","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Bishop's University","funders":"","keywords":"Hydrogeology; Groundwater recharge; Groundwater; Aquifer; Groundwater flow; Hydrology (agriculture); Structural basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004165628,0.0001291349,0.0001435683,0.00004568591,0.0001560956,0.0002174176,0.0003665437,0.00008284536,0.000004101424],"category_scores_gemma":[0.0000307822,0.00008371807,0.0000224349,0.0001837916,0.000554912,0.0002675842,0.0003534293,0.0001466443,0.00000339129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009540297,"about_ca_system_score_gemma":0.0000339377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007378869,"about_ca_topic_score_gemma":0.0001289915,"domain_scores_codex":[0.9988657,0.00005888986,0.0001697879,0.0004668192,0.0001588553,0.0002798961],"domain_scores_gemma":[0.9994872,0.00004728401,0.0000553678,0.0003018483,0.00003179388,0.00007656236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005541919,0.00003121359,0.9605445,0.0006335235,0.00002882656,0.0000658381,0.005536265,0.00007453703,0.01116578,0.01844483,0.0004620156,0.003007113],"study_design_scores_gemma":[0.0005184028,0.0002698136,0.8885803,0.0005207751,0.0000521471,0.001575884,0.0008745887,0.03790896,0.003548097,0.008096125,0.05734675,0.0007081053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950972,0.0005968457,0.001556222,0.001888826,0.0004992384,0.0001191997,0.000006537245,0.00003963452,0.0001962606],"genre_scores_gemma":[0.9951705,0.00001484234,0.0001880635,0.00003519113,0.00003962121,0.00000580708,5.648003e-7,0.00000173994,0.004543607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07196417,"threshold_uncertainty_score":0.3413924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747819385438788,"score_gpt":0.2273564123647838,"score_spread":0.209878218510396,"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."}}