{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281634,0.0003127881,0.000675849,0.001267652,0.0007077212,0.001502205,0.0007148011,0.001903825,0.01294083],"category_scores_gemma":[0.002522133,0.0001710676,0.0003381838,0.0008437664,0.0003353696,0.001315045,0.000358268,0.0006209878,0.005096488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166987,"about_ca_system_score_gemma":0.001623077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932398,"about_ca_topic_score_gemma":0.003925296,"domain_scores_codex":[0.9993229,0.0001143718,0.00006554037,0.0001010174,0.0003447297,0.00005144102],"domain_scores_gemma":[0.9975828,0.0004421963,0.0001095113,0.00007574877,0.001663598,0.0001261906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004303428,0.0002231304,0.001465895,0.008346512,0.0001078118,0.001227506,0.0001573958,0.0003023548,0.02068652,0.004024646,0.1613196,0.8017082],"study_design_scores_gemma":[0.00004497719,0.0003075181,0.002539143,0.0006856546,0.0001038244,0.001203268,0.0002077191,0.0003610585,0.01163683,0.001110886,0.9817706,0.00002856872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02939748,0.7718809,0.006426138,0.03053267,0.06080727,0.0003096392,0.0003924583,0.0001540844,0.1000994],"genre_scores_gemma":[0.07697868,0.616069,0.004442421,0.007988069,0.02997635,0.0001354984,0.0005666577,0.00007995328,0.2637634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01294083,"threshold_uncertainty_score":0.04329139,"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."}}