{"id":"W4242256191","doi":"10.2320/matertrans.mpr2015902","title":"PREFACE","year":2015,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Waterloo","funders":"","keywords":"Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001655675,0.0008804259,0.0005741554,0.001617381,0.002256753,0.00336839,0.001248281,0.001431055,0.4158297],"category_scores_gemma":[0.009639742,0.0002584831,0.000480237,0.001088868,0.0006267417,0.002893696,0.00209825,0.003034622,0.3027253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834001,"about_ca_system_score_gemma":0.002523642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743791,"about_ca_topic_score_gemma":0.003000816,"domain_scores_codex":[0.9988966,0.0001238338,0.00007847714,0.0002139625,0.000567649,0.0001194532],"domain_scores_gemma":[0.9944013,0.0005611014,0.0001636784,0.0004159396,0.003391326,0.001066603],"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":[0.00002566096,0.00001859531,0.0001230306,0.00007954473,0.000001549242,0.0000620319,0.00009133948,0.0000524456,0.0002097382,0.005502819,0.9551753,0.03865807],"study_design_scores_gemma":[0.000002647883,0.00001270245,0.0001938009,0.00006201543,8.887612e-7,0.00006792323,0.00005434205,0.00002089567,0.00007719291,0.001119588,0.9983851,0.000003028751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002021383,0.009622426,0.008434131,0.04489683,0.2768854,0.0007005158,0.008502202,0.00175951,0.6471776],"genre_scores_gemma":[0.00874464,0.005174421,0.002613315,0.008552729,0.02991943,0.0002796332,0.006121373,0.0007417458,0.9378527],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5841703,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158254880517447,"score_gpt":0.2056006683896503,"score_spread":0.1840181195844758,"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."}}