{"id":"W7130511716","doi":"10.69894/20160104","title":"Interview - Pat Ryan, Noah Consulting","year":2016,"lang":"en","type":"article","venue":"Oil IT Journal.","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Curiosity; Work (physics); Data collection","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":[],"consensus_categories":[],"category_scores_codex":[0.002744305,0.0003635883,0.0004422345,0.0008230453,0.01307028,0.003639212,0.001102545,0.009617174,0.07981666],"category_scores_gemma":[0.01627894,0.0005416116,0.000277622,0.001665237,0.001494227,0.003664394,0.00190751,0.01148646,0.01535986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005859013,"about_ca_system_score_gemma":0.010102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05722504,"about_ca_topic_score_gemma":0.1405347,"domain_scores_codex":[0.9979241,0.0004970861,0.0000681158,0.0002091773,0.0006044596,0.0006970456],"domain_scores_gemma":[0.9906527,0.001931686,0.000333988,0.0001583022,0.002430958,0.004492369],"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":[0.00001440878,0.00001813079,0.0007872998,0.0000237011,0.000001296906,0.000274809,0.001221199,0.00002009226,0.0000814179,0.001050854,0.9922181,0.004288631],"study_design_scores_gemma":[0.00001107079,0.00002406955,0.002724609,0.000100786,0.000002673683,0.0006341715,0.02138741,0.0001257898,0.00008812643,0.0009498309,0.9739241,0.00002734084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005249392,0.001819279,0.0002203551,0.9551335,0.003816147,0.00007091587,0.0004606443,0.00009081687,0.03313887],"genre_scores_gemma":[0.03917323,0.001455463,0.0004542233,0.772554,0.001053532,0.0002024934,0.0001768768,0.0001050458,0.1848251],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07981666,"threshold_uncertainty_score":0.2670134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379495469988439,"score_gpt":0.2479814793905873,"score_spread":0.2141865246907029,"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."}}