{"id":"W4253531617","doi":"10.1016/s1359-6128(19)30107-7","title":"XPV Water Partners invests in Holland Pump","year":2019,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","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":[0.001241476,0.0004473734,0.0004732898,0.001317336,0.002516009,0.003362356,0.0005248634,0.001574373,0.03720522],"category_scores_gemma":[0.004243035,0.000467074,0.000347105,0.00155242,0.001254442,0.001764692,0.0007830992,0.001543392,0.004583427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520006,"about_ca_system_score_gemma":0.03973952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6260789,"about_ca_topic_score_gemma":0.7674395,"domain_scores_codex":[0.9973267,0.0001087197,0.00004607839,0.0002261293,0.001978362,0.0003139953],"domain_scores_gemma":[0.9943208,0.0008316258,0.0003371995,0.0001994328,0.00310844,0.001202529],"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":[0.0003102862,0.0001905888,0.0195935,0.0002301765,0.00007142078,0.0006058345,0.0004465295,0.001588873,0.004469513,0.06939006,0.7334076,0.1696956],"study_design_scores_gemma":[0.00006799622,0.0001180832,0.01780613,0.00006914438,0.00005292866,0.0002694771,0.0007655557,0.003567676,0.003568884,0.002915415,0.9707518,0.00004701327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.078305,0.01037237,0.01081677,0.1185798,0.001810983,0.0003722972,0.01192967,0.003169596,0.7646435],"genre_scores_gemma":[0.1985297,0.00572561,0.00574982,0.003069116,0.0002955802,0.0000513452,0.003700504,0.0004350332,0.7824433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6260789,"threshold_uncertainty_score":0.7522464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05059115382752113,"score_gpt":0.2677013199885463,"score_spread":0.2171101661610252,"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."}}