{"id":"W4239297556","doi":"10.1016/s1464-2859(21)00020-1","title":"GenCell wins Mexico contract, BC demo unit","year":2021,"lang":"en","type":"article","venue":"Fuel Cells Bulletin","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uninterruptible power supply; Backup; Engineering; Fuel cells; Battery (electricity); Electricity; Electrical engineering; Power grid; State (computer science); Power (physics); Auxiliary power unit; Grid; Automotive engineering; Waste management; Computer science; Mechanical engineering; Geography; Voltage","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":[0.000158064,0.0002677565,0.0003248108,0.00004940661,0.00006954181,0.0001023897,0.0002025162,0.0003728034,0.01403826],"category_scores_gemma":[0.00001769871,0.0002617461,0.0001129084,0.0001597327,0.0000450508,0.00003293345,0.0000651646,0.0004105684,0.006912424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003309704,"about_ca_system_score_gemma":0.00003572873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005414695,"about_ca_topic_score_gemma":0.000009622835,"domain_scores_codex":[0.9986132,0.00006094624,0.000367359,0.0002916401,0.0001902633,0.0004765273],"domain_scores_gemma":[0.9992444,0.0000888549,0.00004491306,0.0003701698,0.00007847422,0.0001731984],"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":[0.00004047393,0.0002759064,0.0001611184,0.002912668,0.0003127184,0.001557031,0.0006517654,0.08238425,0.6545459,0.0002826295,0.2560089,0.0008667111],"study_design_scores_gemma":[0.0003784912,0.00001681731,0.0000487262,0.00004427122,0.00003213069,0.00002529317,0.00004844085,0.0009547916,0.2381485,0.000128485,0.759884,0.0002900414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1140007,0.03319015,0.00041745,0.00167278,0.007537039,0.000471403,0.0001179218,0.001225908,0.8413667],"genre_scores_gemma":[0.9571719,0.01521165,0.002981685,0.0007896333,0.0005421928,0.00002469275,0.00009519216,0.0001699949,0.02301302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8431713,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00836622284722786,"score_gpt":0.1882423341329171,"score_spread":0.1798761112856893,"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."}}