{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009575717,0.0004962774,0.0003033124,0.0005695056,0.0007718987,0.0008138578,0.001022826,0.001272309,0.009365844],"category_scores_gemma":[0.00131016,0.0003303168,0.0003281041,0.0001906962,0.0005622864,0.001522943,0.001808109,0.001973597,0.002821614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148634,"about_ca_system_score_gemma":0.0007345879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000398591,"about_ca_topic_score_gemma":0.0006732062,"domain_scores_codex":[0.9989339,0.0001104726,0.0000318784,0.0001059392,0.0007387396,0.00007901055],"domain_scores_gemma":[0.9994174,0.00009672117,0.00007960985,0.000102915,0.0001749243,0.0001285088],"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":[0.0003194889,0.0007355715,0.0007927991,0.0006237962,0.00002261204,0.001436486,0.0004206701,0.0009776294,0.7765241,0.02083635,0.02984666,0.1674639],"study_design_scores_gemma":[0.0002297014,0.002390841,0.002894803,0.0001858577,0.00004635728,0.006021211,0.000470977,0.01051858,0.6713532,0.006302101,0.2993845,0.0002017936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1729169,0.003848183,0.7149417,0.007305807,0.002939967,0.0009829495,0.0004658657,0.0100568,0.08654185],"genre_scores_gemma":[0.4754475,0.004158501,0.4421066,0.002542022,0.0006156788,0.0005648537,0.0003319084,0.0007654009,0.07346754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009365844,"threshold_uncertainty_score":0.0313319,"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."}}