{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008537271,0.000107566,0.0001374997,0.00003698271,0.0001714743,0.0001479499,0.0007803033,0.00005192128,0.0005657919],"category_scores_gemma":[0.0004293687,0.00006488991,0.00008284054,0.0001311519,0.00003880592,0.0003217506,0.0002375019,0.0001757064,0.0002856007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865988,"about_ca_system_score_gemma":0.00004640911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000130005,"about_ca_topic_score_gemma":0.000001128175,"domain_scores_codex":[0.9989644,0.00009392649,0.000271363,0.0002028544,0.0001691105,0.0002983185],"domain_scores_gemma":[0.9990222,0.0001544167,0.0001813533,0.0003149543,0.0001945138,0.0001325822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001886709,0.00002602617,0.000410725,0.00003414427,0.00002291792,0.0001479537,0.0003005723,0.000004947472,0.008881661,0.001432652,0.0378095,0.950927],"study_design_scores_gemma":[0.0005226342,0.00003323436,0.000224352,0.0006084519,0.000005598359,0.001182509,0.000066896,0.0003975069,0.006291152,0.00382222,0.9866419,0.0002035107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009304882,0.001689446,0.3172265,0.2756637,0.002097863,0.00004286635,0.000002441239,0.0002380566,0.3937342],"genre_scores_gemma":[0.9004344,0.001177288,0.01406457,0.004277605,0.000519823,0.000006362741,4.514242e-7,0.000006434352,0.07951301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9507235,"threshold_uncertainty_score":0.6195025,"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."}}