{"id":"W7018672385","doi":"","title":"Drilling Deep Into the Canadian Upstream Industry: What to Expect?","year":2024,"lang":"en","type":"other","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drilling; Upstream (networking); Measurement while drilling; Drilling rig; Closure (psychology)","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":[0.002149847,0.001125939,0.0004977711,0.002115605,0.009880676,0.006596427,0.001997804,0.005470426,0.1007426],"category_scores_gemma":[0.008664498,0.0003582335,0.0008647908,0.003518229,0.002526027,0.002855681,0.002650875,0.003352937,0.01755336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0557178,"about_ca_system_score_gemma":0.2877488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891438,"about_ca_topic_score_gemma":0.9972497,"domain_scores_codex":[0.9966215,0.0001367301,0.00006232201,0.0001137246,0.001602856,0.001462849],"domain_scores_gemma":[0.9859356,0.0003990781,0.0001999056,0.0001757144,0.009181536,0.004108231],"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":[0.00004902122,0.00004326797,0.004649991,0.0003167094,0.00001056457,0.0001373562,0.0002293779,0.0003848186,0.0005371565,0.01088822,0.9102262,0.07252733],"study_design_scores_gemma":[0.00002532779,0.00003394861,0.01701428,0.0008734522,0.00003373149,0.00009692647,0.003993053,0.0005062037,0.0007024285,0.005061803,0.9715768,0.00008189575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01554731,0.01147486,0.001939495,0.4207364,0.008164397,0.0002180568,0.01764714,0.001450343,0.522822],"genre_scores_gemma":[0.09819937,0.02117052,0.007715773,0.1041757,0.00100181,0.0001229093,0.01039677,0.0006498232,0.7565672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1007426,"threshold_uncertainty_score":0.4042628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005581765795204581,"score_gpt":0.1969729007104574,"score_spread":0.1913911349152528,"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."}}