{"id":"W2321660999","doi":"10.2118/175981-ms","title":"Developing The Business Case For Water Management Planning Integration","year":2015,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Documentation; Reuse; Context (archaeology); Computer science; Production planning; Schedule; Process (computing); Project management; Production (economics); Systems engineering; Process management; Engineering","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":[0.003905439,0.0007760352,0.0003575082,0.001564553,0.003599036,0.008356695,0.001740647,0.004117646,0.01112383],"category_scores_gemma":[0.005581206,0.000723276,0.0009034799,0.001505178,0.00268494,0.004533471,0.005118683,0.003390148,0.001685306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654284,"about_ca_system_score_gemma":0.005181239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131753,"about_ca_topic_score_gemma":0.01011689,"domain_scores_codex":[0.9965712,0.001877535,0.0001216292,0.0002743359,0.0007232471,0.0004320872],"domain_scores_gemma":[0.9966885,0.001868605,0.0001876069,0.0003128287,0.0004588196,0.0004836222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001056684,0.0004578162,0.003118066,0.0001185475,0.00002719318,0.008755338,0.002146684,0.1676694,0.003667482,0.7636139,0.009592154,0.04072773],"study_design_scores_gemma":[0.00008985219,0.0001785229,0.000617022,0.0003366708,0.00003211545,0.00153263,0.003974044,0.6668512,0.005401723,0.1319606,0.1889394,0.00008621699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1271046,0.0005869265,0.5207879,0.0204563,0.0004762622,0.001098348,0.000346431,0.001322027,0.3278212],"genre_scores_gemma":[0.6808145,0.0005221966,0.2901042,0.0007040437,0.000113512,0.0005678035,0.0003304687,0.0002103636,0.02663297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01131753,"threshold_uncertainty_score":0.03721297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08771675363280662,"score_gpt":0.3240680358301234,"score_spread":0.2363512821973168,"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."}}