{"id":"W2607098803","doi":"10.1149/ma2011-01/6/321","title":"Tetracyanobenzene Derived Non-Precious Metal Catalyst for PEM Fuel Cell","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Proton exchange membrane fuel cell; Catalysis; Fuel cells; Precious metal; Materials science; Metal; Chemical engineering; Nuclear engineering; Metallurgy; Environmental science; Chemistry; Engineering; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422656,0.0001684409,0.000206259,0.0002785637,0.0002233252,0.000343337,0.0003540652,0.000296759,0.00354215],"category_scores_gemma":[0.0001588715,0.000120339,0.0001026822,0.000256344,0.0001018137,0.000372901,0.0001918227,0.0002628155,0.001063456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003920502,"about_ca_system_score_gemma":0.0003122346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243912,"about_ca_topic_score_gemma":0.005783827,"domain_scores_codex":[0.9999171,0.00001086335,0.000006481943,0.00001024504,0.00003647924,0.00001883999],"domain_scores_gemma":[0.9999691,0.000004857527,0.000002788749,0.000004246555,0.00001287537,0.000006116329],"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":[0.0003869837,0.0001482503,0.0003474763,0.0002929716,0.0000118415,0.0001127903,0.00003133646,0.000448064,0.9810299,0.0007744363,0.001089186,0.01532676],"study_design_scores_gemma":[0.000008427014,0.0001574268,0.0007003963,0.00001229432,0.00001308368,0.00006045536,0.00002291784,0.001395131,0.9928055,0.00006315224,0.004757671,0.000003517166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623515,0.01427244,0.005586577,0.0004316399,0.0002444326,0.00006347949,0.0005841405,0.0002199972,0.01624582],"genre_scores_gemma":[0.969612,0.006654763,0.002210716,0.00004154109,0.00001622032,0.00001633477,0.0007543999,0.00004685107,0.02064716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00354215,"threshold_uncertainty_score":0.0118497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479583708381574,"score_gpt":0.2007377391803409,"score_spread":0.1859419020965252,"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."}}