{"id":"W4416879753","doi":"10.37665/wemoiwc98236","title":"What's with Bismuth?","year":2023,"lang":"","type":"article","venue":"On-Demand Webinars","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Presentation (obstetrics); Electronics; Public interest","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00090851,0.0004900467,0.0004394724,0.0008410977,0.001181775,0.003585156,0.000623618,0.002129207,0.1129745],"category_scores_gemma":[0.003498215,0.0001773663,0.0003792775,0.0009391271,0.0006321776,0.00346393,0.001341464,0.001928731,0.04128284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002112,"about_ca_system_score_gemma":0.0008757639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320628,"about_ca_topic_score_gemma":0.004350465,"domain_scores_codex":[0.9991195,0.0001891532,0.00003903275,0.00009954718,0.0004503643,0.0001024533],"domain_scores_gemma":[0.9989682,0.0002324345,0.00008219638,0.00004416647,0.0004157725,0.0002572445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006720135,0.0001086988,0.0007819451,0.0007468449,0.000007916159,0.0002478549,0.0005670377,0.00003011858,0.001184357,0.002829079,0.7708703,0.2225586],"study_design_scores_gemma":[0.000004364414,0.00003847076,0.0006233725,0.0002921563,0.000004933056,0.0004648465,0.0008070591,0.00002192171,0.0005408749,0.001271444,0.9959239,0.000006646501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0169802,0.1221246,0.005577455,0.3115173,0.06163419,0.000241358,0.001177517,0.002410444,0.478337],"genre_scores_gemma":[0.07038788,0.09385678,0.003915603,0.08892749,0.02633023,0.0001271484,0.001462209,0.001408988,0.7135837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1129745,"threshold_uncertainty_score":0.3779374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299097364813347,"score_gpt":0.2301247342923664,"score_spread":0.2171337606442329,"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."}}