{"id":"W2945985527","doi":"10.1111/gbi.12344","title":"The importance of groundwater flow to the formation of modern thrombolitic microbialites","year":2019,"lang":"en","type":"article","venue":"Geobiology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Texas at Austin","keywords":"Groundwater; Geology; Salinity; Groundwater flow; Stromatolite; Geochemistry; Earth science; Carbonate; Oceanography; Aquifer; Chemistry","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":[0.0001472344,0.00005284114,0.0001244555,0.00002851,0.00002592544,0.000005724459,0.0001459322,0.00003870255,0.0000413077],"category_scores_gemma":[0.00001119356,0.00002713414,0.00005123647,0.00008960516,0.00003029355,0.00004343288,0.00002315464,0.00004344053,0.00004552468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026686,"about_ca_system_score_gemma":0.00000500139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001116932,"about_ca_topic_score_gemma":0.0002571311,"domain_scores_codex":[0.9995433,0.00003327132,0.0002100743,0.00005442656,0.00003791255,0.0001210075],"domain_scores_gemma":[0.9996444,0.0000460858,0.00003355137,0.0002270415,0.0000358179,0.00001311148],"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":[0.00002853715,0.00003059509,0.005747832,0.0001601011,0.000254507,3.497709e-7,0.005845884,0.6133861,0.3653928,0.002279585,0.002964512,0.003909205],"study_design_scores_gemma":[0.0003877193,0.0001359062,0.003822359,0.00002605991,0.00005360535,0.00000758085,0.0006915536,0.8741101,0.08611366,0.004869351,0.02955454,0.0002275699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912835,0.0003142506,0.00677015,0.0006132301,0.0001612529,0.0001322718,0.000007411815,0.00001874389,0.0006992047],"genre_scores_gemma":[0.9995955,0.00004724283,0.00006356014,0.00009488659,0.00002052591,0.000008206527,0.00001940296,0.000005293561,0.000145436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2792791,"threshold_uncertainty_score":0.1106498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007861573914694069,"score_gpt":0.206244000102579,"score_spread":0.1983824261878849,"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."}}