{"id":"W7113746443","doi":"","title":"Selective soldering nozzles:insights into wear mechanisms and future developments","year":2023,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Soldering; Wetting; Nozzle; Surface finishing; Process (computing); Solder paste","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":[0.002054317,0.0007029464,0.0008442292,0.0009829918,0.0003875108,0.002379524,0.001563087,0.001934175,0.00270531],"category_scores_gemma":[0.001366658,0.0005456018,0.0007002858,0.000614255,0.0007787799,0.003772957,0.0005238506,0.001150907,0.001297753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048801,"about_ca_system_score_gemma":0.0007272606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007751498,"about_ca_topic_score_gemma":0.001176488,"domain_scores_codex":[0.9991352,0.00007249298,0.00004873209,0.0001472966,0.0004614185,0.000134916],"domain_scores_gemma":[0.9990669,0.0002435836,0.000132086,0.0000782409,0.0004022081,0.00007702605],"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":[0.0003701796,0.0004368342,0.007744349,0.006819643,0.0001030788,0.001537818,0.001590472,0.008593371,0.4619767,0.03312435,0.005644077,0.4720591],"study_design_scores_gemma":[0.00006537614,0.004233729,0.02030966,0.001845728,0.0001762567,0.007756893,0.002940524,0.04904121,0.4333995,0.03345444,0.4464231,0.0003535937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1726919,0.7298568,0.06893708,0.004665171,0.0006952731,0.0001757872,0.0003496837,0.0009703186,0.02165809],"genre_scores_gemma":[0.49349,0.4356242,0.05313241,0.001038968,0.0003923434,0.000117689,0.0005453287,0.0001565937,0.01550255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00270531,"threshold_uncertainty_score":0.01086438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004248509551734257,"score_gpt":0.1613428599210167,"score_spread":0.1570943503692824,"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."}}