{"id":"W2324864012","doi":"10.1080/07011784.2014.965034","title":"A panel study of water recirculation in manufacturing plants","year":2014,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Water resources management and optimization","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Saskatchewan","funders":"","keywords":"Endogeneity; Scale (ratio); Agriculture; Estimation; Process (computing); Econometrics; Environmental economics; Computer science; Economics; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001168009,0.0002161571,0.0003604495,0.0004405584,0.0005415585,0.0006220672,0.0005446334,0.0008476606,0.002776044],"category_scores_gemma":[0.002915303,0.0002227018,0.0004150965,0.001735314,0.0002457504,0.0004909461,0.0004027814,0.000787457,0.0005653371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014276,"about_ca_system_score_gemma":0.0007515982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09021551,"about_ca_topic_score_gemma":0.1319378,"domain_scores_codex":[0.9988804,0.0005626748,0.00003273651,0.0002154446,0.00009291872,0.0002157765],"domain_scores_gemma":[0.9955832,0.002155391,0.001267063,0.0003762196,0.0002967886,0.0003213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004821737,0.001301968,0.9518064,0.00005280329,0.0004486362,0.0005689994,0.001837958,0.01992949,0.001925552,0.001127444,0.005120705,0.01539772],"study_design_scores_gemma":[0.00002442217,0.0002540712,0.9806798,0.00001124778,0.00006314027,0.00005767702,0.002500885,0.01250698,0.0005990862,0.0003048875,0.00296702,0.00003078591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970527,0.00005303427,0.0005880983,0.0001070073,0.000002682452,0.00001584671,0.001372507,0.000003440033,0.0008046404],"genre_scores_gemma":[0.9955947,0.00008352973,0.0003646216,0.00004876978,0.00000621584,0.00002471019,0.002908665,0.000002195652,0.000966664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09021551,"threshold_uncertainty_score":0.1793808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581444055390933,"score_gpt":0.1746000645025359,"score_spread":0.1587856239486266,"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."}}