{"id":"W4391392510","doi":"10.30802/aalas-jaalas-23-000111","title":"Letter to the Editor Regarding “Assessing Methods for Replacement of Soiled Bedding Sentinels in Cage-level Exhaust IVC Racks” by Eichner and Smith","year":2024,"lang":"en","type":"letter","venue":"Journal of the American Association for Laboratory Animal Science","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Centre for Phenogenomics; McGill University Health Centre","funders":"National Centre for the Replacement Refinement and Reduction of Animals in Research; Seagen; McGill University; University of Washington; McGill University Health Centre; University of Chicago","keywords":"Cage; Medicine; Forensic engineering; Aeronautics; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004016045,0.0009851758,0.001295067,0.0008940315,0.003116715,0.00295126,0.001559649,0.0354399,0.004628809],"category_scores_gemma":[0.02340176,0.0008902653,0.001180098,0.0004922356,0.001634455,0.001851674,0.0008661812,0.021828,0.006546037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818202,"about_ca_system_score_gemma":0.004336568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375482,"about_ca_topic_score_gemma":0.009552746,"domain_scores_codex":[0.9968513,0.0007701918,0.0003963625,0.0004695036,0.001145158,0.0003675379],"domain_scores_gemma":[0.9892104,0.005362852,0.001007482,0.0002975218,0.002941128,0.001180553],"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":[0.00005365616,0.00003873165,0.000389086,0.0000295585,0.00001041691,0.0004615056,0.00005178455,0.00003408051,0.0001566431,0.0003838837,0.9941579,0.004232841],"study_design_scores_gemma":[0.00009632565,0.0001221651,0.002127303,0.000273104,0.00005983077,0.0009301253,0.000335518,0.0005336138,0.0005434469,0.002444179,0.9924717,0.00006277254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006284601,0.0009412573,0.0002838825,0.9123324,0.08243623,0.00003508824,0.0001329322,0.00006534941,0.003144433],"genre_scores_gemma":[0.002863118,0.0006603764,0.0004471841,0.9312064,0.05357244,0.00006556942,0.00004451457,0.00003857845,0.01110171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0354399,"threshold_uncertainty_score":0.0212391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167338839460791,"score_gpt":0.360697633320697,"score_spread":0.3390242449260891,"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."}}