{"id":"W4234635293","doi":"10.1016/s1464-2859(19)30297-4","title":"Ballard unveils next-gen fuel cell module for heavy-duty motive","year":2019,"lang":"en","type":"article","venue":"Fuel Cells Bulletin","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Heavy duty; Engineering; Fuel cells; Duty; Automotive engineering; Power (physics); Proton exchange membrane fuel cell; Electrical engineering; Political science; Physics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007509546,0.00035073,0.000250913,0.000453128,0.001334498,0.0007285255,0.0003901943,0.0006469609,0.008894184],"category_scores_gemma":[0.0003380653,0.00023431,0.0002815717,0.0001552735,0.0003705828,0.0007419459,0.0005822174,0.00094892,0.002836678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378658,"about_ca_system_score_gemma":0.001589028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03492786,"about_ca_topic_score_gemma":0.1083834,"domain_scores_codex":[0.9994943,0.00001955962,0.000005453944,0.00004288902,0.0003598968,0.0000777759],"domain_scores_gemma":[0.9998394,0.000008878462,0.000002965988,0.00001108355,0.00009241394,0.0000452192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001565113,0.0005540355,0.005067457,0.0003795917,0.00005109413,0.001016701,0.0007742222,0.001564475,0.3495211,0.02225015,0.3297531,0.2875031],"study_design_scores_gemma":[0.00006422377,0.0005506371,0.005480024,0.00002542536,0.00001450889,0.0002929372,0.00005801841,0.001082457,0.07415655,0.0004440223,0.9178041,0.00002711471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4106102,0.00866201,0.03020602,0.01219836,0.003738642,0.001383865,0.004846702,0.01316139,0.515193],"genre_scores_gemma":[0.326937,0.001970266,0.01864189,0.001753065,0.0002311979,0.00009242411,0.002289635,0.0008529499,0.6472317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03492786,"threshold_uncertainty_score":0.06944913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007112277131648104,"score_gpt":0.177251853984469,"score_spread":0.1701395768528209,"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."}}