{"id":"W4237984610","doi":"10.1016/s1464-2859(19)30188-9","title":"Ballard turnkey fuel cell solutions to power commercial UAVs","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":"Turnkey; Engineering; Fuel cells; Power (physics); Launched; Product line; Electrical engineering; Line (geometry); Automotive engineering; Telecommunications; Manufacturing engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002287958,0.0003408349,0.0003814959,0.0001226677,0.00007232926,0.0001041833,0.0003471724,0.0003104297,0.01507133],"category_scores_gemma":[0.000007937514,0.0003314251,0.0001493928,0.0001746262,0.00002918178,0.00003850263,0.0001534786,0.0003302419,0.04638216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008002864,"about_ca_system_score_gemma":0.00002108303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004922786,"about_ca_topic_score_gemma":0.000007244279,"domain_scores_codex":[0.9982305,0.00005083355,0.000400773,0.0003473045,0.000250887,0.0007197257],"domain_scores_gemma":[0.9990731,0.00006348798,0.00004521906,0.0004975169,0.00005972002,0.0002608926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006411254,0.0001863159,0.00005680354,0.002531605,0.00008319319,0.00004371209,0.001136657,0.06286494,0.1717427,0.0001006977,0.7611121,0.00007721319],"study_design_scores_gemma":[0.0006007021,0.00011847,0.0001513445,0.00004977811,0.00002610409,0.000005257979,0.0000736139,0.0002629267,0.01028756,0.00005830881,0.9878667,0.0004992096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1078788,0.008055426,0.0001512439,0.001555201,0.01059116,0.001041724,0.0001512073,0.0008542046,0.8697211],"genre_scores_gemma":[0.9839718,0.001659248,0.001583034,0.0007904425,0.0003014599,0.00002659803,0.0000333741,0.000138699,0.01149538],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.876093,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005771687417638031,"score_gpt":0.1755310078807816,"score_spread":0.1697593204631435,"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."}}