{"id":"W6942469023","doi":"10.15139/s3/x1nrru","title":"Oil Production problem","year":2022,"lang":"en","type":"dataset","venue":"UNC Dataverse","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gold rush; Gold mining; Suspect; Dream; Cash; Channel (broadcasting); Economic shortage; Capital (architecture); Revenue","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001777166,0.0001977349,0.0001744784,0.00002554322,0.0003353463,0.00006473959,0.0004804191,0.0001203125,0.6620343],"category_scores_gemma":[0.0001638511,0.00007862218,0.00008981038,0.0002689073,0.00000644822,0.0001614168,0.0002540497,0.0004668593,0.009291633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005110004,"about_ca_system_score_gemma":0.00001714645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004483423,"about_ca_topic_score_gemma":0.001683868,"domain_scores_codex":[0.9987333,0.00009016535,0.0002013379,0.0004561565,0.0002875363,0.0002315163],"domain_scores_gemma":[0.9992675,0.0002916062,0.0001448332,0.0001845353,0.0000335623,0.00007800558],"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":[0.00002855616,0.0000942809,0.000008961511,0.00002555388,0.00001773218,0.00002149981,0.000003827864,0.000003593465,0.0005027373,0.00002206027,0.9907253,0.008545839],"study_design_scores_gemma":[0.00001332338,0.00007971569,0.000004305302,0.00003006439,0.00004619522,0.00006681705,0.0000627109,9.783329e-7,0.00001450205,0.00004355693,0.9994189,0.0002188932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001559299,0.0000342531,1.793919e-8,0.0002202006,0.001738376,0.00007998743,0.9962168,0.00005941347,0.001495013],"genre_scores_gemma":[0.000001309801,0.001794378,0.0000209911,0.0002232583,0.0007235745,0.00005267161,0.9902067,7.909947e-7,0.006976312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6527427,"threshold_uncertainty_score":0.9914798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366155514957858,"score_gpt":0.2066396670044028,"score_spread":0.1929781118548242,"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."}}