{"id":"W1601626758","doi":"10.1109/bcaa.1994.283618","title":"PEM fuel cell utility power plant development","year":2002,"lang":"en","type":"article","venue":"","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ballard Power Systems (Canada)","funders":"","keywords":"Proton exchange membrane fuel cell; Power station; Cogeneration; Electricity generation; Regenerative fuel cell; Aerospace; Solid oxide fuel cell; Engineering; Waste management; Process engineering; Fuel cells; Electrical engineering; Power (physics); Environmental science; Chemistry; Aerospace engineering","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":[0.0005328874,0.0005439272,0.0003281673,0.001348216,0.0006901767,0.0009866111,0.001004189,0.0007780649,0.0514965],"category_scores_gemma":[0.0003657319,0.0002485702,0.0003345598,0.001047044,0.0001025273,0.0008597546,0.0006513902,0.0008538341,0.03201801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008905954,"about_ca_system_score_gemma":0.001196765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359965,"about_ca_topic_score_gemma":0.004707939,"domain_scores_codex":[0.9997094,0.00002144879,0.00001157495,0.00004161221,0.0001810046,0.00003492512],"domain_scores_gemma":[0.9997045,0.0000129687,0.000007645968,0.00002227706,0.0002167263,0.00003574881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001379223,0.0002595847,0.0006331324,0.001461849,0.00002703673,0.000364835,0.00008252986,0.001755718,0.03155131,0.011268,0.2101499,0.7423082],"study_design_scores_gemma":[0.00001641628,0.000163384,0.0005232688,0.00006375411,0.000007363898,0.0001486695,0.00001481709,0.0005675239,0.01695366,0.0004316529,0.9811025,0.000007006071],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01454816,0.02572962,0.04641175,0.00275273,0.003590424,0.001938898,0.007153167,0.00173852,0.8961368],"genre_scores_gemma":[0.07878315,0.03894574,0.02515994,0.001010637,0.0006952915,0.0008482183,0.01363868,0.0001868089,0.8407315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0514965,"threshold_uncertainty_score":0.172273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113173597237078,"score_gpt":0.1533123091997459,"score_spread":0.1419949494760381,"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."}}