{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003521913,0.0001240194,0.0001414503,0.0003403843,0.0001784013,0.00001430287,0.0001129656,0.0001382422,0.00002826759],"category_scores_gemma":[0.000003701329,0.0001400094,0.00004704043,0.0008164779,0.00002113567,0.0001244958,0.0000727822,0.0001611102,0.00008045194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000808941,"about_ca_system_score_gemma":0.00001788901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007578544,"about_ca_topic_score_gemma":0.00008172871,"domain_scores_codex":[0.9994386,0.00002021442,0.00006646515,0.0001852523,0.00008054172,0.0002089214],"domain_scores_gemma":[0.9997717,0.00001909054,0.00001612333,0.00009264787,0.00002130966,0.00007913297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004806928,0.0003065737,0.04883658,0.001929325,0.01153472,0.006041,0.06027829,0.07521382,0.3271766,0.3753414,0.01996778,0.07289315],"study_design_scores_gemma":[0.004825384,0.0001610313,0.1365099,0.0002114132,0.0008891845,0.00004933737,0.01875303,0.05369242,0.08286901,0.02203043,0.6769813,0.00302758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417529,0.0005557677,0.04237434,0.0004630526,0.0009219893,0.0002670318,0.00001130786,0.001608786,0.01204478],"genre_scores_gemma":[0.9975164,0.000669863,0.000641417,0.00002099636,0.00007049694,5.802951e-7,0.00001797987,0.00001743247,0.00104486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570135,"threshold_uncertainty_score":0.5709418,"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."}}