{"id":"W7101080328","doi":"","title":"Pages 97–111","year":2012,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Sedimentary rock; Resource (disambiguation); Distribution (mathematics); Structural basin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007326583,0.0004840281,0.0004352609,0.00246643,0.001359,0.005028578,0.001200107,0.0005450961,0.08727869],"category_scores_gemma":[0.002547511,0.000262527,0.0003840264,0.005332246,0.0009548036,0.001247553,0.0009961744,0.0006298648,0.03105892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007507575,"about_ca_system_score_gemma":0.008672554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5223432,"about_ca_topic_score_gemma":0.6889505,"domain_scores_codex":[0.9991817,0.00006310437,0.00003644407,0.00007380069,0.0005826816,0.00006227925],"domain_scores_gemma":[0.9982779,0.0001952605,0.00006028862,0.0001066582,0.001237097,0.000122809],"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":[0.000105743,0.00008579647,0.0127395,0.0005139731,0.00005237701,0.0004732586,0.0009355649,0.002370725,0.003331131,0.008971154,0.4937235,0.4766973],"study_design_scores_gemma":[0.00000607221,0.0000251627,0.02217173,0.0004534668,0.00002546097,0.0003042878,0.001958601,0.001833583,0.0007630831,0.002247933,0.9701853,0.0000252182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02611212,0.02455326,0.01201228,0.005625849,0.002608175,0.0004443983,0.009327041,0.000806449,0.9185103],"genre_scores_gemma":[0.1069229,0.02167782,0.01330153,0.001083633,0.0004696305,0.0001477024,0.01202538,0.0007738949,0.8435975],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9127213,"threshold_uncertainty_score":0.9609397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076495139644773,"score_gpt":0.2229410609080386,"score_spread":0.1921761095115909,"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."}}