{"id":"W2020849297","doi":"10.1149/1.3569976","title":"Solid Oxide Fuel Cells Canada NSERC Strategic Research Network","year":2011,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Materials science; Oxide; Business; Fuel cells; Chemical engineering; Engineering; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594119,0.0009797898,0.0008092002,0.002380186,0.00348166,0.003391021,0.001967263,0.001874454,0.05048231],"category_scores_gemma":[0.001826873,0.0004151774,0.0005176545,0.001853501,0.0008647651,0.001446891,0.002068423,0.001759165,0.0157999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02286943,"about_ca_system_score_gemma":0.06680876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6336824,"about_ca_topic_score_gemma":0.7740979,"domain_scores_codex":[0.9974899,0.0001186421,0.00003761385,0.0002132604,0.001624457,0.0005162051],"domain_scores_gemma":[0.992982,0.0001449893,0.00008898748,0.0001416676,0.0052451,0.001397184],"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":[0.0003175441,0.0002109714,0.001425062,0.0002519627,0.00002910689,0.0002159198,0.0001018797,0.002225499,0.006291981,0.03526259,0.8327001,0.1209675],"study_design_scores_gemma":[0.00005063726,0.00008174361,0.0008783164,0.00006927566,0.0000103312,0.00007878551,0.0001339499,0.003006638,0.00382874,0.003136725,0.9887028,0.00002215011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01878105,0.01968713,0.01434453,0.06910537,0.007748455,0.0008263796,0.02391204,0.002493097,0.8431019],"genre_scores_gemma":[0.07275007,0.01706987,0.01653388,0.003106207,0.0004050605,0.0001414995,0.01507176,0.0003213321,0.8746004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9771306,"threshold_uncertainty_score":0.7369499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09812768579861096,"score_gpt":0.3283646409282157,"score_spread":0.2302369551296047,"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."}}