{"id":"W7010300588","doi":"","title":"Hydraulic Fracturing & Water Stress: Water Demand by the Numbers","year":2014,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Emperipolesis; Dysgeusia; Fusible alloy; Articular cartilage damage; Proteogenomics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002563277,0.001549531,0.001672132,0.0003065946,0.0006560558,0.0006478101,0.001626889,0.001277584,0.009667512],"category_scores_gemma":[0.0001782723,0.0007744333,0.0005288373,0.0001791705,0.0004231096,0.0003117956,0.0007481851,0.002004747,0.06344715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00094318,"about_ca_system_score_gemma":0.0002337553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01853957,"about_ca_topic_score_gemma":0.007088513,"domain_scores_codex":[0.9913667,0.0005728459,0.001309881,0.001642673,0.002813512,0.002294355],"domain_scores_gemma":[0.9954357,0.0002011608,0.0005654878,0.002894879,0.0004420668,0.0004607777],"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":[0.00007879501,0.0001112896,0.002433862,0.0005497938,0.0008298649,0.0001104809,0.003542484,0.0002206785,0.003976099,0.000001304619,0.9873746,0.0007707467],"study_design_scores_gemma":[0.0007609534,0.00003625677,0.0001330246,0.0004735067,0.0005881193,0.0002198064,0.00007257434,0.00001302978,0.07260736,0.0001307463,0.923669,0.001295606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3556497,0.01440928,0.0002334058,0.006087427,0.008979827,0.004719718,0.003550746,0.00260742,0.6037624],"genre_scores_gemma":[0.7428378,0.0008525149,0.00005328353,0.0007676716,0.00561696,0.0003112913,0.007288726,0.001420395,0.2408513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3871881,"threshold_uncertainty_score":0.9997253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843210313096261,"score_gpt":0.2815725064458481,"score_spread":0.2631404033148855,"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."}}