{"id":"W4250607703","doi":"10.1016/s0958-2118(20)30036-7","title":"Ionomr financing aids commercialisation of membrane technology","year":2020,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Finance; Business; Membrane; Zero emission; Commerce; Natural resource economics; Engineering; Electrical engineering; Economics; 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":[0.00474717,0.00120356,0.0006669032,0.003369921,0.002793763,0.004597633,0.003105341,0.003467169,0.1328826],"category_scores_gemma":[0.01294697,0.0007009643,0.001149667,0.002410894,0.001383432,0.002614155,0.004164745,0.003291056,0.0449872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01590791,"about_ca_system_score_gemma":0.04975821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2966532,"about_ca_topic_score_gemma":0.3326463,"domain_scores_codex":[0.9922305,0.0003557999,0.0001754616,0.0004795139,0.005461127,0.001297683],"domain_scores_gemma":[0.9878049,0.0009949319,0.0005786817,0.0009020199,0.007525128,0.002194326],"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":[0.0003230123,0.0001423584,0.001304038,0.0003884633,0.00002007754,0.0002756525,0.0001727072,0.0003333014,0.01007074,0.04075898,0.8116429,0.1345677],"study_design_scores_gemma":[0.00007616972,0.00005244488,0.00119896,0.00009273722,0.000008148228,0.0001767464,0.00006064064,0.0004338218,0.002956034,0.0006101364,0.9943222,0.00001189133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007557726,0.005252615,0.006220214,0.02362107,0.00316707,0.0008420071,0.01039577,0.003871419,0.9390722],"genre_scores_gemma":[0.06587499,0.009608894,0.02425588,0.00686478,0.001067397,0.0005219937,0.02671186,0.001634403,0.8634598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2966532,"threshold_uncertainty_score":0.5898529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000786050333053,"score_gpt":0.1938071921346809,"score_spread":0.1837993316313504,"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."}}