{"id":"W6966190257","doi":"10.48328/tudatalib-1430","title":"Throughput Cleaning Machine YUKON DAD-2 BL","year":2024,"lang":"en","type":"article","venue":"TUdatalib","topic":"Scientific and Engineering Research Topics","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Projektträger Jülich","keywords":"Throughput; Identification (biology); Pipeline (software); Production (economics)","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":[0.001708538,0.001643809,0.001824082,0.003619172,0.003209583,0.002115247,0.001792621,0.001997301,0.2126742],"category_scores_gemma":[0.00192865,0.001616991,0.00126499,0.001720414,0.0006352633,0.001766314,0.002213342,0.001884666,0.09764849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024542,"about_ca_system_score_gemma":0.002961649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586867,"about_ca_topic_score_gemma":0.002276044,"domain_scores_codex":[0.9971222,0.0001418776,0.0001927896,0.000980444,0.001265998,0.0002965955],"domain_scores_gemma":[0.9982708,0.0003187686,0.0001207781,0.0003140235,0.0007574728,0.0002181526],"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":[0.003341687,0.0007657066,0.009427324,0.002415501,0.0002001414,0.0006434731,0.0004954071,0.002049098,0.4419654,0.009956836,0.1145644,0.414175],"study_design_scores_gemma":[0.0004897146,0.001325574,0.0249408,0.0003603761,0.000393915,0.002398289,0.0004699216,0.02331589,0.4021506,0.00191746,0.5419921,0.000245311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1555253,0.007385205,0.5072603,0.002120401,0.00397283,0.00257508,0.04454026,0.0973556,0.1792651],"genre_scores_gemma":[0.2327461,0.002196813,0.3442922,0.001138034,0.0006043888,0.001890174,0.04715201,0.008338788,0.3616416],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2126742,"threshold_uncertainty_score":0.7114662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232344139495463,"score_gpt":0.3231052879375256,"score_spread":0.2907818465425709,"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."}}