{"id":"W7033309587","doi":"","title":"Quebec Silica Resources Corp. Announces Green Hydrogen Research","year":2023,"lang":"en","type":"other","venue":"","topic":"Chemical Looping and Thermochemical Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrogen; Scope (computer science); Sustainability; Government (linguistics)","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":[0.0001697428,0.000276355,0.000333527,0.0002232666,0.00004397081,0.0000442702,0.0005046351,0.0004605211,0.001485214],"category_scores_gemma":[0.0001012647,0.0002388276,0.00008195423,0.0005451124,0.0001857116,0.00002655287,0.0001160298,0.0005729657,0.001893441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008754132,"about_ca_system_score_gemma":0.00002757342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02928946,"about_ca_topic_score_gemma":0.02011043,"domain_scores_codex":[0.9984285,0.00002379818,0.0002001845,0.000375004,0.0004742721,0.0004982756],"domain_scores_gemma":[0.9991462,0.0002467266,0.00002604323,0.0003951226,0.00004098299,0.0001449839],"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":[0.000003834085,0.00001382523,0.00001463036,0.0005456363,0.0001188166,0.00001379073,0.00008021543,0.00001522285,0.008012701,0.0001312213,0.987902,0.00314813],"study_design_scores_gemma":[0.00008978973,0.000009768679,0.000004034817,0.000392848,0.00001126717,0.000001762939,0.00003828426,0.0001936204,0.01149196,0.0006407581,0.9867709,0.0003550559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003017436,0.004229359,0.000004600151,0.0001346424,0.0001332265,0.0001602014,0.0000528533,0.006564724,0.9857029],"genre_scores_gemma":[0.009402846,0.0006119832,0.00003775371,0.00002472306,0.001021078,0.00004767498,0.00003763561,0.001274307,0.987542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009179032,"threshold_uncertainty_score":0.9994276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183475357903547,"score_gpt":0.2778470491057692,"score_spread":0.2460122955267338,"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."}}