{"id":"W4416879457","doi":"10.37665/clafaqp37870","title":"Introduction to an Innovative Cleaning Process for Class 3 Electronic Assemblies","year":2016,"lang":"","type":"article","venue":"Cleaning and Coating Conference","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Process (computing); Class (philosophy); Process control; Manufacturing process; Electronics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001602638,0.0004139238,0.000465045,0.000223061,0.001053355,0.0007824185,0.0006476454,0.0001621907,0.0001617528],"category_scores_gemma":[0.001441538,0.0003295823,0.00003974057,0.0009055195,0.0003825717,0.001652048,0.0001883262,0.000227748,0.00006080249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206098,"about_ca_system_score_gemma":0.0007884776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005633266,"about_ca_topic_score_gemma":0.00009653946,"domain_scores_codex":[0.9960588,0.0001854175,0.0006384629,0.001416143,0.0004136263,0.001287585],"domain_scores_gemma":[0.9974421,0.0003352083,0.0004443517,0.0004664248,0.001010787,0.0003011174],"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":[0.0001785015,0.00004510311,0.0004681041,0.00007652694,0.0000122841,7.485297e-7,0.009105599,0.00002148614,0.7869772,0.02800763,0.00019083,0.174916],"study_design_scores_gemma":[0.001253469,0.004255518,0.001360487,0.001156318,0.00006629857,0.00003809946,0.01491732,0.007124058,0.9542274,0.007623042,0.006594131,0.001383832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287052,0.00009556906,0.06379136,0.005280807,0.0008806795,0.0005038238,0.00002917385,0.0001479956,0.0005654685],"genre_scores_gemma":[0.9962352,0.00005825863,0.0009333097,0.0004724043,0.001343306,0.0000938783,0.000005309242,0.00003789999,0.0008204503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735322,"threshold_uncertainty_score":0.9999156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670121747416148,"score_gpt":0.31391007505817,"score_spread":0.2772088575840085,"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."}}