{"id":"W4416885177","doi":"10.37665/srbaznx55665","title":"The Relative World of Harsh Environments","year":2018,"lang":"","type":"article","venue":"Soldering and Reliability Conferences","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Treaty; Protocol (science); Process (computing); Flux (metallurgy)","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":[0.0007802576,0.0002513576,0.000349084,0.00006163386,0.000445966,0.0001356036,0.0003584908,0.0001719829,0.00009019346],"category_scores_gemma":[0.0002739091,0.0001719089,0.00007003659,0.0001533492,0.002289819,0.0001315894,0.0003245187,0.0002385066,0.00001717889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676892,"about_ca_system_score_gemma":0.00004276243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001822178,"about_ca_topic_score_gemma":0.00009044793,"domain_scores_codex":[0.998463,0.0000920126,0.0005556872,0.0003499725,0.0001680111,0.0003712854],"domain_scores_gemma":[0.9988345,0.0004111593,0.0001394017,0.00051535,0.00004555275,0.00005407347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004237989,0.000400807,0.1508905,0.002843525,0.001356392,0.000007399023,0.01369523,0.0008271124,0.1222691,0.2032694,0.0007505761,0.5032661],"study_design_scores_gemma":[0.001064048,0.001199315,0.1444177,0.001701263,0.00026268,0.000006377274,0.002437624,0.01452667,0.5283913,0.1743539,0.1302366,0.001402461],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989808,0.002007893,0.001345276,0.0006078428,0.001361338,0.0002610789,0.00001404859,0.000130127,0.004464431],"genre_scores_gemma":[0.9942409,0.003611117,0.001353973,0.000003789417,0.00009866819,0.00001124001,7.332829e-7,0.00001498497,0.0006645249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5018637,"threshold_uncertainty_score":0.8436933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549097628316173,"score_gpt":0.2252711397839222,"score_spread":0.2097801635007605,"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."}}