{"id":"W3136803845","doi":"","title":"2011 IEEE International 3D Systems Integration Conference, 3DIC 2011: Preface","year":2011,"lang":"en","type":"article","venue":"IEEE International D Systems Integration Conference","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001281484,0.001058648,0.000654964,0.001674085,0.0008294897,0.002141423,0.0007855888,0.001445486,0.04452106],"category_scores_gemma":[0.001926955,0.0006078992,0.0005164318,0.001397515,0.0004903357,0.00155165,0.001401708,0.002122887,0.01816334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008417,"about_ca_system_score_gemma":0.001544647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531684,"about_ca_topic_score_gemma":0.005506278,"domain_scores_codex":[0.9994691,0.00006122533,0.00004405053,0.00007398917,0.000300464,0.0000510843],"domain_scores_gemma":[0.997509,0.000133501,0.00005093669,0.0001892058,0.001881884,0.0002355221],"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":[0.0001092915,0.00008972538,0.0004825761,0.0005562112,0.0000176328,0.0002339623,0.0001136927,0.004043789,0.005840915,0.00896214,0.6222469,0.3573031],"study_design_scores_gemma":[0.00001035669,0.0001646888,0.00145508,0.000286043,0.00001834614,0.0005354193,0.00009923922,0.004515122,0.004033046,0.004332715,0.9845062,0.00004368569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0125877,0.09612055,0.1758067,0.02063322,0.3165175,0.0005910885,0.00179389,0.002233274,0.3737161],"genre_scores_gemma":[0.06428884,0.05386987,0.04041561,0.00290433,0.03021646,0.0002622132,0.003069103,0.00144919,0.8035244],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04452106,"threshold_uncertainty_score":0.1489378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634425618490042,"score_gpt":0.2567922171464685,"score_spread":0.1933496552974643,"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."}}