{"id":"W4416876997","doi":"10.37665/smxjblm92161","title":"High Volume Lead Free Production","year":2001,"lang":"","type":"article","venue":"SMTA International","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Custom Security Industries (Canada)","funders":"","keywords":"Lead (geology); Soldering; Production (economics); Mistake; Reliability (semiconductor); Process (computing); Product (mathematics)","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":[0.0007357214,0.0005618623,0.0005058962,0.001244549,0.0005625337,0.001315472,0.0008718602,0.0005675293,0.01115044],"category_scores_gemma":[0.0008538943,0.0003041385,0.0007227276,0.0005818019,0.0004133708,0.0008888299,0.0009796778,0.0009029408,0.004589518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000354167,"about_ca_system_score_gemma":0.0004965206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005026723,"about_ca_topic_score_gemma":0.0006567113,"domain_scores_codex":[0.9987673,0.0001228437,0.00005071507,0.0001255291,0.0008547891,0.00007894284],"domain_scores_gemma":[0.9991646,0.0001179415,0.0001073938,0.0001773518,0.0003628868,0.0000698212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001542448,0.0002407924,0.001448902,0.0003864559,0.00004451698,0.0005045383,0.0003281351,0.002949706,0.8281427,0.006244281,0.006249232,0.1533066],"study_design_scores_gemma":[0.0001517668,0.002960175,0.009190542,0.000104097,0.0001302008,0.002213738,0.0001494786,0.01416624,0.8306575,0.004745766,0.1354463,0.00008401211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3223509,0.00301662,0.5394841,0.0009994911,0.001428266,0.001221191,0.0011355,0.01335664,0.1170072],"genre_scores_gemma":[0.7445171,0.0007788602,0.2089204,0.0002573454,0.0003393537,0.0003568073,0.001093122,0.0007163153,0.04302075],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01115044,"threshold_uncertainty_score":0.03730196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170407077564374,"score_gpt":0.2214759633635008,"score_spread":0.209771892587857,"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."}}