{"id":"W4388947715","doi":"10.12968/s0958-2118(23)70049-9","title":"H<sub>2</sub>O Innovation set to be acquired by Ember, investors and key executives","year":2023,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Business; Equity (law); Private equity; Set (abstract data type); Investment (military); Finance; Industrial organization; Management; Economics; Computer science; Political science; Computer security","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275484,0.0005663194,0.0008957296,0.001103717,0.002768512,0.006126116,0.0006679415,0.002613392,0.321699],"category_scores_gemma":[0.003922865,0.0003149546,0.0004001538,0.0009652117,0.001455456,0.001708103,0.001628469,0.002161013,0.1299328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007793036,"about_ca_system_score_gemma":0.01500892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07139377,"about_ca_topic_score_gemma":0.1912159,"domain_scores_codex":[0.9983773,0.00005289341,0.00004050732,0.0001516285,0.0009108864,0.000466843],"domain_scores_gemma":[0.9948489,0.0004000412,0.0002077895,0.0002405917,0.002249195,0.002053478],"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":[0.00008402034,0.00002019962,0.0004536426,0.00005073271,0.000003284748,0.0001031811,0.00003401301,0.00008390663,0.0004418557,0.01652232,0.9525803,0.02962241],"study_design_scores_gemma":[0.00002178495,0.00003643543,0.002314185,0.00005444111,0.000004616545,0.0000585035,0.0001413857,0.0002047962,0.0005722694,0.002788636,0.9937879,0.00001505495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003449784,0.002338931,0.001073941,0.03479039,0.01500886,0.0001781701,0.003037615,0.0009432256,0.939179],"genre_scores_gemma":[0.01146108,0.0008324833,0.0005357191,0.002930629,0.001428161,0.00003876908,0.0005051667,0.0001599787,0.9821079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.321699,"threshold_uncertainty_score":0.9675141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04089429671734018,"score_gpt":0.2484218860021934,"score_spread":0.2075275892848532,"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."}}