{"id":"W4366425759","doi":"10.1111/oet.12987","title":"First quarter 2023","year":2023,"lang":"en","type":"article","venue":"Oil and Energy Trends","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Citation; Computer science; 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":[0.001015658,0.00009647774,0.0001588403,0.0004065032,0.0002192598,0.0006570902,0.0007094625,0.000106806,0.0007980953],"category_scores_gemma":[0.0003250782,0.00006420982,0.0000550604,0.001769329,0.00005982381,0.0006340409,0.0002083096,0.0001081269,0.0004209797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006859845,"about_ca_system_score_gemma":0.00001340344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932155,"about_ca_topic_score_gemma":0.0004239421,"domain_scores_codex":[0.9984727,0.00004809131,0.0002555399,0.0003656492,0.0006028215,0.0002552254],"domain_scores_gemma":[0.9990741,0.0004043221,0.00006546081,0.0002739549,0.00004361734,0.0001385331],"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":[0.000002979487,0.00000309177,0.001372786,5.460298e-7,0.000003338095,0.000005884795,0.0001108195,0.00004823122,0.000001823989,0.002088465,0.4182507,0.5781114],"study_design_scores_gemma":[0.0001405829,0.00001266234,0.0174532,0.000006107221,0.000002796301,0.000004785216,0.0002929651,0.003015118,0.000003162741,0.002117554,0.9768515,0.00009954679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02456596,0.0002167586,0.0000302017,0.02127236,0.0008251706,2.766383e-7,0.00001672083,0.0001244259,0.9529481],"genre_scores_gemma":[0.2110613,0.0002095422,0.00002154387,0.0004522515,0.0002172606,0.000007150602,0.00001451779,0.000006161929,0.7880102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5780118,"threshold_uncertainty_score":0.8738584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625720146475729,"score_gpt":0.3422364724917495,"score_spread":0.2859792710269923,"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."}}