{"id":"W6959114802","doi":"10.60928/kwwu-broc","title":"A 28M 43cm2 full-frame CCD Imager for Medical and Scientific Applications (“Big is Beautiful”)","year":2024,"lang":"en","type":"article","venue":"IISS online library","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalsa Corporation","funders":"","keywords":"Fabrication; Large format; Wafer; Charge-coupled device; Key (lock)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001376511,0.0001532887,0.0002170111,0.0001599827,0.0001251153,0.0002214982,0.0001659318,0.0001643435,0.0003367328],"category_scores_gemma":[0.0002439475,0.0001243254,0.00009998732,0.0003869886,0.0002530352,0.000250107,0.0001795172,0.0002919565,0.00007096951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008594975,"about_ca_system_score_gemma":0.0003371393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006602599,"about_ca_topic_score_gemma":0.000002409887,"domain_scores_codex":[0.9986565,0.00001392287,0.0002655685,0.0004650143,0.0003270541,0.0002719031],"domain_scores_gemma":[0.9987105,0.0004699911,0.0000272133,0.0003462682,0.00003330273,0.000412712],"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":[0.0002682122,0.0009791857,0.007035701,0.001462396,0.0002174855,0.0003638486,0.0004039079,0.000001109029,0.002825205,0.01305787,0.4888394,0.4845457],"study_design_scores_gemma":[0.001100693,0.0002442125,0.004151748,0.0007961694,0.0001552049,0.0002632459,0.0000651406,0.01442033,0.001832548,0.008157481,0.9685478,0.000265393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5412145,0.07861064,0.05583376,0.2983835,0.002457976,0.004044515,0.009436863,0.003018301,0.006999973],"genre_scores_gemma":[0.7522989,0.001125084,0.1626348,0.01623861,0.007412967,0.0007626492,0.01199705,0.0002943535,0.04723559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4842803,"threshold_uncertainty_score":0.5069844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730083347868956,"score_gpt":0.3077292277777851,"score_spread":0.2904283942990955,"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."}}