{"id":"W4402423622","doi":"10.24908/iqurcp17955","title":"NaNbO3 Nanocubes: Perovskite Catalysts for Methanol Polymerization","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Perovskite (structure); Catalysis; Polymerization; Methanol; Materials science; Chemical engineering; Chemistry; Organic chemistry; Polymer; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000845438,0.0002916243,0.0003276854,0.0008190282,0.0003402962,0.0008413977,0.0004448832,0.0002109233,0.00006079461],"category_scores_gemma":[0.0006160974,0.0002728534,0.000207458,0.001636956,0.0002660724,0.001005714,0.000164885,0.0006132874,0.0001950952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226803,"about_ca_system_score_gemma":0.000297228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190397,"about_ca_topic_score_gemma":0.000005919062,"domain_scores_codex":[0.9970276,0.0000272521,0.0004915624,0.0008132388,0.0008384269,0.0008019603],"domain_scores_gemma":[0.9980986,0.000448649,0.00006616621,0.0002446615,0.0008639026,0.0002780394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004022916,0.00006224616,0.00005455869,0.0006080557,0.0001970872,0.000004318495,0.002275275,0.00001204062,0.7456269,0.2288228,0.00822375,0.01407273],"study_design_scores_gemma":[0.0005556855,0.0001675434,0.0000397154,0.0007241174,0.0001225658,0.00002855739,0.003406917,0.08890717,0.7955111,0.02541049,0.08438849,0.0007376676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2058647,0.00376278,0.6097925,0.1265968,0.003451712,0.006562413,0.0003966428,0.005587706,0.03798477],"genre_scores_gemma":[0.9888806,0.0004284944,0.0007815667,0.00003813388,0.0005336596,0.0006104257,0.0002408393,0.00008722715,0.00839905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7830158,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628742541039001,"score_gpt":0.3825956922789626,"score_spread":0.2963082668685726,"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."}}