{"id":"W6995980987","doi":"","title":"Pumps Market Size to Grow $79.01 billion by 2029 at a CAGR of 5.2% – US and Canada Report","year":2025,"lang":"en","type":"other","venue":"","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Market size; Market research","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":[],"category_scores_codex":[0.0001888223,0.0002654622,0.0007616403,0.0002373928,0.00004964943,0.00002090096,0.0001893742,0.0001546749,0.01198234],"category_scores_gemma":[0.0002953881,0.0002615837,0.00007224748,0.0001531788,0.00007772663,0.00002832206,0.0004018001,0.0001035245,0.00004081044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004785944,"about_ca_system_score_gemma":0.0001085441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8943239,"about_ca_topic_score_gemma":0.7503494,"domain_scores_codex":[0.9984962,0.00000905351,0.0004714918,0.0007102505,0.00006874769,0.000244262],"domain_scores_gemma":[0.9989112,0.00008625074,0.0004210982,0.0004661155,0.00003248156,0.00008284486],"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":[0.00001286571,0.00002109452,0.03105508,0.00007877165,0.0003375598,0.0000318952,0.00003430109,9.097199e-7,9.594215e-7,0.002327064,0.9659951,0.000104425],"study_design_scores_gemma":[0.0002200371,0.00001836831,0.0071069,0.00004809397,0.00001858588,0.000005451125,0.00008738421,0.00001207644,0.00001148734,0.0005055523,0.9916533,0.0003127716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006803177,0.003705021,0.0001721436,0.0006564767,0.0008088746,0.0003331668,0.002226703,0.00003220856,0.9913851],"genre_scores_gemma":[0.003954441,0.002060869,0.0006236322,0.000341695,0.0000587504,0.00002236651,0.0000137037,0.000098513,0.992826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1439745,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008946894852156037,"score_gpt":0.1953321055786504,"score_spread":0.1863852107264944,"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."}}