{"id":"W71328621","doi":"10.1023/a:1017543614693","title":"Electrooxidation of acetals for direct hydrocarbon fuel cell applications","year":2001,"lang":"en","type":"article","venue":"Journal of Applied Electrochemistry","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599952,0.000137823,0.000293367,0.0000608263,0.00002466379,0.00001452899,0.000159747,0.0001515482,0.00002485566],"category_scores_gemma":[0.000004716224,0.0001289029,0.000109775,0.0001603808,0.00001693738,0.00004051882,0.000006701369,0.000165718,0.000002400932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006367735,"about_ca_system_score_gemma":0.00003933031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.234031e-7,"about_ca_topic_score_gemma":1.236761e-7,"domain_scores_codex":[0.999073,0.00000300524,0.000468931,0.00009403325,0.0001367087,0.0002243777],"domain_scores_gemma":[0.9994228,0.00004307891,0.0002558607,0.0001307816,0.00008361093,0.0000638544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000906956,0.00004580835,0.000001991979,0.0009884753,0.000067266,6.913949e-7,0.00002513107,0.004122197,0.9939318,0.00001908607,0.0004715167,0.0002353805],"study_design_scores_gemma":[0.0005101308,0.00005848254,0.000001777575,0.00001586686,0.00007616977,0.00002812772,0.00001572216,0.0004912009,0.9804764,0.001499515,0.01670606,0.0001205348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5737832,0.01894072,0.01187917,0.00005828347,0.0002108292,0.0007471077,0.0000140728,0.0001535814,0.3942131],"genre_scores_gemma":[0.9927738,0.005446086,0.00130051,0.000009572516,0.0002678647,0.00003497374,0.00001431889,0.00003293477,0.0001199253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4189906,"threshold_uncertainty_score":0.5256507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002977400962572459,"score_gpt":0.1839587327207492,"score_spread":0.1809813317581767,"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."}}