{"id":"W4387747121","doi":"10.1111/oet.13045","title":"Third quarter 2023","year":2023,"lang":"en","type":"article","venue":"Oil and Energy Trends","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Citation; Computer science; Information retrieval; Library science; History","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":[0.001272502,0.00009862785,0.0001700891,0.0004236387,0.0001689667,0.0006778999,0.0007345123,0.0001163527,0.0004261015],"category_scores_gemma":[0.0003240527,0.00006439947,0.0000586958,0.00179021,0.00006148207,0.0006831776,0.0002126626,0.0001279386,0.0004402651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006147931,"about_ca_system_score_gemma":0.00001725003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833318,"about_ca_topic_score_gemma":0.0001405246,"domain_scores_codex":[0.9983563,0.00007277583,0.00027074,0.0003736611,0.0006644133,0.0002620774],"domain_scores_gemma":[0.9991025,0.0003564105,0.00007011717,0.0002820046,0.00004897052,0.0001399671],"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":[0.00000293588,0.000002591729,0.0009790399,3.33726e-7,0.000003192182,0.000005228036,0.00009882433,0.00001433267,0.000007077132,0.002646667,0.4459577,0.5502821],"study_design_scores_gemma":[0.0001405579,0.00001367087,0.01330835,0.000004796936,0.00000309222,0.000005225345,0.0003944053,0.001607629,0.000007662863,0.003342504,0.9810684,0.0001037336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02774642,0.0001760799,0.00002051908,0.0116776,0.0006885445,2.145603e-7,0.00001169083,0.0001114698,0.9595675],"genre_scores_gemma":[0.1629092,0.0001713227,0.0000223707,0.0006496931,0.0002239544,0.000006170903,0.00001610747,0.000005499988,0.8359957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5501783,"threshold_uncertainty_score":0.6537005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05887659899202576,"score_gpt":0.352276225965949,"score_spread":0.2933996269739232,"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."}}