{"id":"W3213820370","doi":"10.1144/sp518-2021-167","title":"An overview of the plumbing systems of large igneous provinces and their significance","year":2021,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Geology; Igneous rock; Earth science; Mining engineering; Geochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002431662,0.0001173053,0.0003050106,0.000007080793,0.000340665,0.00004510589,0.0003104369,0.00009891058,0.001081142],"category_scores_gemma":[0.0001766472,0.00006210973,0.0001747698,0.0005009734,0.0005189707,0.000117566,0.00008953134,0.0001482509,0.00001135446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003559183,"about_ca_system_score_gemma":0.00005528019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008875343,"about_ca_topic_score_gemma":0.001408392,"domain_scores_codex":[0.9987856,0.0001646341,0.0002950075,0.0002959336,0.0002029423,0.0002558793],"domain_scores_gemma":[0.9989727,0.0003119848,0.0001730096,0.0002458572,0.0002124472,0.0000840295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001334429,0.0004506905,0.9079601,0.0001347455,0.00009013482,9.676626e-7,0.0008329755,0.0007767402,0.0003587129,0.07128984,0.001418491,0.01667325],"study_design_scores_gemma":[0.0001339444,0.0001033738,0.9687144,0.00001329263,0.00001373191,0.000003534963,0.001128269,0.001122697,0.0001268577,0.008036508,0.02050165,0.0001017068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823567,0.007376531,0.0001051293,0.003249723,0.0001824807,0.000324489,0.0002870257,0.00003883561,0.006079105],"genre_scores_gemma":[0.9980542,0.000817037,0.0001579777,0.0002670458,0.0002807511,0.000007260806,0.00004292614,0.000001283157,0.0003715201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06325334,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397466197880159,"score_gpt":0.2402644918864544,"score_spread":0.2062898299076528,"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."}}