{"id":"W6991191196","doi":"","title":"Feature Story: Catalyst-Based Hydrogen Production May be a Game-Changer","year":2012,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Durvalumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144044,0.0008138104,0.0002042855,0.0004939867,0.00458141,0.008518203,0.001783595,0.004716222,0.1001764],"category_scores_gemma":[0.003719566,0.0002760252,0.000445205,0.0006149274,0.001578493,0.003526614,0.002018933,0.005379383,0.02430233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006662791,"about_ca_system_score_gemma":0.006442347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2200787,"about_ca_topic_score_gemma":0.5095735,"domain_scores_codex":[0.9992533,0.0001066864,0.00001703408,0.00007817792,0.0003056997,0.0002391321],"domain_scores_gemma":[0.9979876,0.0004796193,0.00003796504,0.0001323226,0.0007351364,0.0006274052],"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":[0.00004691759,0.00003795848,0.000367018,0.00003006206,0.000003902593,0.0001895202,0.0002950743,0.0001513246,0.0003888399,0.01413727,0.9703916,0.01396046],"study_design_scores_gemma":[0.00001312168,0.00001472998,0.0004583572,0.00002819731,0.000003536423,0.0000802896,0.0006857491,0.0002833654,0.0005825314,0.002178842,0.9956553,0.0000159277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007091665,0.001223016,0.003946048,0.1556108,0.01186278,0.0001693263,0.005392801,0.001691924,0.8130116],"genre_scores_gemma":[0.02756906,0.0009239659,0.001278296,0.02187214,0.0004670297,0.0000599254,0.001619075,0.000504111,0.9457064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2200787,"threshold_uncertainty_score":0.4375953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599708174623572,"score_gpt":0.2086870987455735,"score_spread":0.1926900169993378,"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."}}