{"id":"W4233991654","doi":"10.1016/s1464-2859(12)70021-4","title":"Ballard, IdaTech demo fuel cell systems at COP17 climate summit","year":2012,"lang":"en","type":"article","venue":"Fuel Cells Bulletin","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Fuel cells; Convention; Engineering; Power (physics); Telecommunications; Proton exchange membrane fuel cell; Aeronautics; Political science; Geography; Cartography; Chemical 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":[0.0005911209,0.0004951847,0.0005416637,0.0001089643,0.0001360878,0.000137772,0.0003619113,0.0005224475,0.003731423],"category_scores_gemma":[0.00000793185,0.0004559959,0.0001554148,0.0001492208,0.00005621953,0.00008448918,0.0002146398,0.0003337546,0.02515379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776486,"about_ca_system_score_gemma":0.000009986113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005247676,"about_ca_topic_score_gemma":0.00000340293,"domain_scores_codex":[0.9972899,0.00009812484,0.0006357226,0.0003497975,0.000339817,0.001286635],"domain_scores_gemma":[0.998769,0.00009113555,0.0001224558,0.0005808553,0.00005332019,0.0003831612],"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":[0.0001271714,0.0003526562,0.0008957957,0.03435256,0.0002445327,0.000142229,0.0007345101,0.04761449,0.1753264,0.0001199466,0.7400071,0.00008262125],"study_design_scores_gemma":[0.0006373116,0.00003492329,0.00003882069,0.00009485565,0.00007733272,0.0000197518,0.00009349696,0.0008556067,0.04276981,0.000007547809,0.9547546,0.0006159623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09926864,0.1689567,0.0000770137,0.0001764333,0.01692868,0.00121494,0.0003657338,0.00192328,0.7110886],"genre_scores_gemma":[0.95943,0.03004498,0.0006406336,0.0001022988,0.0008271481,0.00005916628,0.0001046453,0.0002256062,0.008565549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8601613,"threshold_uncertainty_score":0.9997892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006235370495476309,"score_gpt":0.1747768760106531,"score_spread":0.1685415055151768,"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."}}