{"id":"W4410577423","doi":"10.1071/ep24028","title":"Reservoir modelling for underground hydrogen storage in the onshore Otway Basin, Victoria","year":2025,"lang":"en","type":"article","venue":"Australian Energy Producers journal.","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Australian Renewable Energy Agency","keywords":"Geology; Structural basin; Petroleum engineering; Earth science; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533585,0.0004085694,0.0005271746,0.000334402,0.0006886894,0.001466045,0.001180523,0.00129203,0.0025718],"category_scores_gemma":[0.0008860395,0.0005115594,0.0006118209,0.0006023627,0.0006115294,0.0008127174,0.001039417,0.0006551248,0.0002289123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003231853,"about_ca_system_score_gemma":0.005014189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3140511,"about_ca_topic_score_gemma":0.2811283,"domain_scores_codex":[0.9998512,0.00002614683,0.00001004139,0.00002928646,0.00003651606,0.00004682392],"domain_scores_gemma":[0.999774,0.00009187521,0.00002440748,0.00001498824,0.00006612199,0.00002850885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003093766,0.00001892475,0.001320051,0.00003121137,0.000009442329,0.00005032028,0.00004679866,0.9940431,0.001014053,0.001335456,0.0001548117,0.001945025],"study_design_scores_gemma":[0.000004576974,0.00001059719,0.0004986862,0.000004092445,0.000002752712,0.000006953594,0.00004443839,0.9986137,0.0001880991,0.0002544777,0.0003665464,0.00000510684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8875676,0.0005851859,0.07639623,0.0005617848,0.00003427907,0.0001963611,0.001992055,0.0002806392,0.03238579],"genre_scores_gemma":[0.9833497,0.0002086708,0.008278757,0.00001949156,0.000003043956,0.00007216121,0.0005130258,0.000050254,0.007504781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3140511,"threshold_uncertainty_score":0.6244462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485616823901804,"score_gpt":0.2886816972511989,"score_spread":0.2538255290121809,"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."}}