{"id":"W4239940351","doi":"10.1016/s1464-2859(13)70127-5","title":"Ballard ships 500th methanol telecom unit, hits record production","year":2013,"lang":"en","type":"article","venue":"Fuel Cells Bulletin","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backup; Telecommunications; Engineering; Production line; Production (economics); Product (mathematics); Product line; Manufacturing engineering; Mechanical 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001634824,0.0002032452,0.0002513409,0.0001189372,0.00008720154,0.00007275864,0.0001379664,0.00008049703,0.002778179],"category_scores_gemma":[0.00004511866,0.000197399,0.0000789245,0.0002794387,0.00003065076,0.00006531576,0.00005252041,0.0001718061,0.005229018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003702139,"about_ca_system_score_gemma":0.000007026982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007511101,"about_ca_topic_score_gemma":0.00003873913,"domain_scores_codex":[0.998923,0.00003829532,0.000299037,0.0002732342,0.0001809038,0.0002855038],"domain_scores_gemma":[0.9993934,0.00004339241,0.00005063412,0.0003134957,0.000121272,0.00007778012],"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":[0.000009700478,0.00008965735,0.0007116685,0.0003784463,0.0002601451,0.000004392221,0.00071186,0.01042056,0.05985755,0.00005355243,0.9148361,0.01266637],"study_design_scores_gemma":[0.0001809336,0.00002143918,0.001261526,0.0000234388,0.00004335273,0.000003250481,0.0001479455,0.0008297228,0.03926298,0.000103076,0.9577921,0.0003302297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171045,0.008507121,0.005822519,0.01037456,0.007191165,0.002335642,0.00005540163,0.003149649,0.1454594],"genre_scores_gemma":[0.9809135,0.001761076,0.002870285,0.000149276,0.0005408835,0.0001294783,0.00004444246,0.0000794244,0.01351159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163809,"threshold_uncertainty_score":0.9981334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214665957768641,"score_gpt":0.1875886760303192,"score_spread":0.1754420164526328,"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."}}