{"id":"W7070791259","doi":"","title":"A review fo anode catalysis in the direct methanol fuel cell","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Methanol; Anode; Fuel cells; Direct methanol fuel cell; Cathode","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002559311,0.00008538981,0.0001401047,0.00004609259,0.00002394819,0.0000213997,0.0001368488,0.00002724565,0.00005814945],"category_scores_gemma":[0.00001435857,0.00005976839,0.00004578557,0.0003120016,0.000008282833,0.000048962,0.000009549231,0.0001107484,0.00003983136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198832,"about_ca_system_score_gemma":0.000004710672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005987901,"about_ca_topic_score_gemma":0.00005963866,"domain_scores_codex":[0.9994888,0.00002811395,0.0001390498,0.00009547808,0.00009136137,0.0001571705],"domain_scores_gemma":[0.9997578,0.00004010567,0.00001630188,0.0001638873,0.000008103653,0.000013852],"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":[0.000009078743,0.0003178961,0.003010713,0.0289862,0.00008869709,0.0001295867,0.00305292,0.02940796,0.2214387,0.0004887994,0.6346977,0.07837179],"study_design_scores_gemma":[0.001481271,0.00006962127,0.002710486,0.005891046,0.0005490094,0.00006027004,0.0002599839,0.0551367,0.05413963,0.01160772,0.8660964,0.001997847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04676722,0.09159119,0.0001993321,0.0004638012,0.00009211426,0.0001731903,0.000003930326,0.0001912453,0.860518],"genre_scores_gemma":[0.996374,0.002081393,0.0005710725,0.0002082196,0.00007057597,0.00002626808,0.00001015542,0.00001393513,0.0006443933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9496068,"threshold_uncertainty_score":0.2437284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009460787620527805,"score_gpt":0.2167355376790998,"score_spread":0.207274750058572,"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."}}