{"id":"W4256067853","doi":"10.2118/0112-026-twa","title":"Unconventional Resources","year":2012,"lang":"en","type":"article","venue":"The Way Ahead","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.002191847,0.0002420682,0.0001240295,0.0004209717,0.005645845,0.001556076,0.0004179269,0.001675522,0.01300247],"category_scores_gemma":[0.00482639,0.000257623,0.0001031277,0.0005335634,0.001499114,0.001987969,0.0029189,0.003678663,0.001435078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516479,"about_ca_system_score_gemma":0.00400983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069785,"about_ca_topic_score_gemma":0.03062812,"domain_scores_codex":[0.99844,0.0006778786,0.00003836355,0.0000768421,0.0003383,0.0004286991],"domain_scores_gemma":[0.9975848,0.0008832742,0.0001568191,0.00007001702,0.0005234882,0.0007815058],"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":[0.0001254623,0.00009905388,0.009389438,0.0002072246,0.000007946881,0.003101104,0.2274101,0.0005980337,0.0030932,0.05667685,0.6410936,0.05819803],"study_design_scores_gemma":[0.000009704277,0.00006591404,0.00367421,0.0001265821,0.00000308103,0.0002583436,0.1203341,0.0003694628,0.000888174,0.002207781,0.8720393,0.00002334484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2994177,0.002332379,0.007399766,0.3446363,0.003440609,0.0003344425,0.0006778842,0.0002209845,0.3415399],"genre_scores_gemma":[0.7348964,0.001511785,0.002503658,0.03386096,0.0002924117,0.0002994453,0.0002157678,0.0001079831,0.2263117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01300247,"threshold_uncertainty_score":0.04349762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662950896473192,"score_gpt":0.2700901967647844,"score_spread":0.2434606878000524,"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."}}