{"id":"W7096101424","doi":"","title":"DFXEIQPMENT OF ADVANCED HYDROCARBON FLUID ALTERNATIVES FOR PRECISION AND METAL CLEANING","year":2014,"lang":"en","type":"article","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrocarbon; Flash (photography); Industrial equipment; Odor; Vapor phase; Feature (linguistics); Protocol (science)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168364,0.00004716919,0.00007556802,0.00002158336,0.00001618683,0.00001044395,0.0001607139,0.00001232023,0.00000338345],"category_scores_gemma":[0.00003133741,0.0000363864,0.00002146736,0.00003495692,0.00001964389,0.0001026462,0.0001757873,0.0000249777,0.0000011136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023211,"about_ca_system_score_gemma":0.000001392653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003780121,"about_ca_topic_score_gemma":2.287178e-7,"domain_scores_codex":[0.9995437,0.000005290042,0.00008115031,0.0001469921,0.0001258696,0.00009699728],"domain_scores_gemma":[0.9997186,0.0001098296,0.00001379134,0.000110188,0.000005045641,0.00004251629],"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":[0.00001107475,0.00002791999,0.00006776806,0.00002671722,0.00000806022,1.150515e-7,0.0001133931,0.001319931,0.7633618,0.007604314,0.0000125873,0.2274464],"study_design_scores_gemma":[0.0002881601,0.0001460247,0.0008555241,0.0000138648,0.000001096668,8.45136e-7,0.000006811179,0.4189543,0.5768926,0.002062403,0.0007233216,0.00005510316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5838433,0.00004889614,0.4150185,0.00006504405,0.0000267677,0.00006849383,2.836921e-7,0.00001879239,0.0009099016],"genre_scores_gemma":[0.9410809,0.00001953767,0.05871223,0.00001197122,0.0000100694,0.000007866589,4.97205e-7,0.000002937218,0.0001540127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176344,"threshold_uncertainty_score":0.1483794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00782695444131937,"score_gpt":0.230923967325582,"score_spread":0.2230970128842627,"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."}}