{"id":"W2478133203","doi":"10.1520/mnl72-eb","title":"The Practice of Flash Point Determination: A Laboratory Resource","year":2013,"lang":"en","type":"book","venue":"","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Flash point; Point (geometry); Flash (photography); Refinery; Computer science; Volatility (finance); Engineering; Waste management; Business; Chemistry","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":[0.003593087,0.001353213,0.001015512,0.003488735,0.001680723,0.00471398,0.003890888,0.002499265,0.09847599],"category_scores_gemma":[0.006032667,0.001272795,0.0008216822,0.003997957,0.00230956,0.007836401,0.003524042,0.00346474,0.1457907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987689,"about_ca_system_score_gemma":0.003614492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200211,"about_ca_topic_score_gemma":0.008262685,"domain_scores_codex":[0.994827,0.0006348026,0.0002383972,0.0005418116,0.003648057,0.0001099497],"domain_scores_gemma":[0.9951922,0.001144958,0.0001371277,0.001158353,0.002224985,0.000142378],"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":[0.00002462185,0.00007194698,0.0001703093,0.0004129923,0.00000556025,0.0001000029,0.0003044727,0.0004638872,0.002742988,0.0252993,0.5249223,0.4454817],"study_design_scores_gemma":[0.000003706697,0.00002209029,0.0001764984,0.0001706167,0.000003541738,0.0002958816,0.00009558732,0.0003680447,0.001756646,0.007004051,0.9900808,0.00002260938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001212943,0.01329995,0.4439673,0.01118492,0.003097612,0.001279067,0.003644778,0.01608833,0.506225],"genre_scores_gemma":[0.005846571,0.01057696,0.327502,0.004554624,0.0007847754,0.0007322788,0.0036462,0.005885131,0.6404715],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09847599,"threshold_uncertainty_score":0.329435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285362372368699,"score_gpt":0.394059774593738,"score_spread":0.2655235373568682,"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."}}