{"id":"W2965913332","doi":"10.1021/acs.jchemed.8b01010","title":"A Convenient, Effective, and Safer Flame Demonstration","year":2019,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"SAFER; Solvent; Computer science; Process engineering; Electromagnetic spectrum; Materials science; Nanotechnology; Chemistry; Engineering; Organic chemistry; Computer security; Physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406631,0.00009276257,0.0001732023,0.00004977401,0.0000113269,0.00001699009,0.00008625646,0.00008267975,0.0001389786],"category_scores_gemma":[0.0001312566,0.00007649796,0.00007320436,0.0000978992,0.00002644553,0.0001674877,0.00002720445,0.0002402231,0.00002811382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034299,"about_ca_system_score_gemma":0.00004520095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003535475,"about_ca_topic_score_gemma":7.415202e-8,"domain_scores_codex":[0.9992874,0.00001235176,0.0003049154,0.0001094845,0.0001727695,0.0001131034],"domain_scores_gemma":[0.9994311,0.0001088872,0.0001637156,0.0000882256,0.00009920951,0.0001088753],"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":[0.00008675281,0.0001440248,0.001050993,0.0001048107,0.00003808651,5.502903e-7,0.0001233977,0.00004371426,0.9694784,0.001659296,0.0008322019,0.02643773],"study_design_scores_gemma":[0.001433284,0.0001044135,0.002797683,0.0003018209,0.0001106078,0.0001006543,0.0001862185,0.003689795,0.9675391,0.002915285,0.02053778,0.0002833297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952958,0.0003457057,0.0007082549,0.0006528253,0.0003514049,0.0001505638,5.568749e-7,0.00001488498,0.002479988],"genre_scores_gemma":[0.9984526,0.00004554944,0.0008219794,0.0001317356,0.0002633008,0.000004587125,0.00000476648,0.000009546941,0.0002659022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0261544,"threshold_uncertainty_score":0.3119496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00314917659258037,"score_gpt":0.2263599625273907,"score_spread":0.2232107859348103,"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."}}