{"id":"W4251063164","doi":"10.1190/tle25081014.1","title":"GAC Spotlight","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Exhibition; Chevron (anatomy); Theme (computing); Political science; Engineering; Management; Library science; History; Art history; World Wide Web; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006409562,0.0008764279,0.0006040878,0.001383473,0.001435598,0.003538856,0.00139184,0.001976066,0.7310265],"category_scores_gemma":[0.001482039,0.0003322297,0.0005371527,0.001058098,0.0003759886,0.001799486,0.002125075,0.001654453,0.6265898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104284,"about_ca_system_score_gemma":0.001711259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00838674,"about_ca_topic_score_gemma":0.01639087,"domain_scores_codex":[0.999619,0.00003379621,0.00001061036,0.00006112937,0.0002044449,0.00007096976],"domain_scores_gemma":[0.9986923,0.00006372214,0.00002100598,0.000176081,0.00068522,0.0003616507],"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":[0.00004555245,0.00001723272,0.0000697689,0.0000457338,0.000001845744,0.00004886487,0.00001343386,0.00006252965,0.0004144937,0.001859015,0.9562117,0.04120979],"study_design_scores_gemma":[0.000005571468,0.000007964655,0.000155423,0.00001838454,0.000001360599,0.00003656209,0.00002222477,0.0000916461,0.000146407,0.0003714293,0.9991391,0.000003875323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008372886,0.001238896,0.004941221,0.004839329,0.01013059,0.0002383686,0.004727514,0.008296583,0.9647502],"genre_scores_gemma":[0.003455233,0.0006392242,0.001748557,0.001208393,0.0005892891,0.0000832872,0.003309978,0.001495044,0.987471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7310265,"threshold_uncertainty_score":0.3836581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382033227545649,"score_gpt":0.246896514890261,"score_spread":0.2330761826148045,"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."}}