{"id":"W4253178601","doi":"10.1016/s1359-6128(12)70004-6","title":"H2O Innovation awarded C$4.7mn water treatment contracts in US, Canada","year":2012,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filtration (mathematics); Business; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214256,0.0008314755,0.0006166788,0.001837864,0.005661843,0.004535154,0.001051036,0.002863645,0.06023305],"category_scores_gemma":[0.003786173,0.0006786004,0.0006202113,0.001176563,0.001024954,0.0008890383,0.002360423,0.002669108,0.01018792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03537786,"about_ca_system_score_gemma":0.09860357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.872236,"about_ca_topic_score_gemma":0.9371969,"domain_scores_codex":[0.9950442,0.0001350313,0.00007188664,0.000222394,0.003190742,0.001335783],"domain_scores_gemma":[0.9941301,0.0001211176,0.00008070673,0.0001213472,0.003426755,0.002119987],"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":[0.0005956682,0.0002684564,0.007098363,0.000105256,0.00006356369,0.0004389292,0.0002176949,0.0008324676,0.00510197,0.02492179,0.8792042,0.08115179],"study_design_scores_gemma":[0.0001020462,0.00008530337,0.01358007,0.00003960745,0.00002909972,0.00009167019,0.0002667127,0.001017904,0.002061214,0.000594722,0.9820963,0.00003529243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03607568,0.002685464,0.002503116,0.03340666,0.00628798,0.0008508427,0.01109153,0.001412642,0.905686],"genre_scores_gemma":[0.06731936,0.0007901539,0.001031395,0.002509565,0.0002695755,0.00006421691,0.002862827,0.0001575,0.9249954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.127764,"threshold_uncertainty_score":0.2570329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454017990158365,"score_gpt":0.2578464063824355,"score_spread":0.2133062264808518,"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."}}