{"id":"W7000958192","doi":"","title":"High effectiveness of the organic-bonding process in reducing the Ni, Cu and Fe dusting in a production environment","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Production (economics); Raw material; Process control; Manufacturing process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004507167,0.0002139029,0.0002469108,0.0004783814,0.0007548566,0.0005662471,0.0002965765,0.0004259873,0.01020891],"category_scores_gemma":[0.0008203248,0.0001678311,0.0001898955,0.0003397185,0.0002395466,0.000436382,0.0003416637,0.0003492123,0.001966396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910544,"about_ca_system_score_gemma":0.0004860614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008878185,"about_ca_topic_score_gemma":0.002003762,"domain_scores_codex":[0.9994843,0.00006713823,0.00001990476,0.00008549481,0.0002583656,0.00008479988],"domain_scores_gemma":[0.9993087,0.0001122291,0.00006130279,0.00007133009,0.000386686,0.00005966489],"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":[0.00030475,0.0001039003,0.003244972,0.0002698463,0.0000194248,0.0002238274,0.00009593409,0.0003031094,0.948917,0.0007308178,0.001152754,0.04463355],"study_design_scores_gemma":[0.00001371622,0.0002701649,0.01091567,0.00001004356,0.00003189427,0.0002272033,0.0001446193,0.0005668062,0.97721,0.0000979731,0.01050241,0.000009369433],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953648,0.001459411,0.0120445,0.00033318,0.0002547388,0.0000958727,0.0002059319,0.0003957532,0.03156252],"genre_scores_gemma":[0.9564629,0.0005298104,0.01299068,0.00008583018,0.00005580679,0.00002713474,0.0002125629,0.0001332228,0.02950218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020891,"threshold_uncertainty_score":0.03415221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532785003960321,"score_gpt":0.2207305034448143,"score_spread":0.2054026534052111,"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."}}