{"id":"W4413939171","doi":"10.24908/iqurcp19737","title":"Investigating Wildfire Smoke Effects on Patrolling Alveolar Macrophages","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Heme Oxygenase-1 and Carbon Monoxide","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Patrolling; Smoke; Environmental science; Computer security; Computer science; Meteorology; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004608466,0.000209985,0.0003391383,0.0001834803,0.0002292843,0.0002861248,0.0001766924,0.0005351112,0.002163454],"category_scores_gemma":[0.000104983,0.0001065826,0.0003173505,0.0001233238,0.0002402935,0.0002102332,0.0002362892,0.0007112297,0.000319172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045535,"about_ca_system_score_gemma":0.000270316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008958162,"about_ca_topic_score_gemma":0.002560703,"domain_scores_codex":[0.9998253,0.00003558709,0.000009400934,0.00003114452,0.00004223219,0.00005644644],"domain_scores_gemma":[0.9999133,0.00001389812,0.0000153187,0.00000782534,0.00001726979,0.00003227265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009684992,0.0003109777,0.00151416,0.0001052196,0.000008152206,0.00007869658,0.0001333256,0.00006650868,0.9893071,0.00009185946,0.0001566698,0.007258911],"study_design_scores_gemma":[0.00009995075,0.01196458,0.04798462,0.00005100386,0.00005096063,0.0002142515,0.0006127737,0.0009190831,0.9326525,0.0002095023,0.005224346,0.0000163745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945354,0.002077091,0.0009568025,0.000265305,0.00005109391,0.000078098,0.000273178,0.00002647016,0.001736547],"genre_scores_gemma":[0.983086,0.003660268,0.00280012,0.000481207,0.00003649791,0.0001949938,0.0004064921,0.00001542321,0.009319012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002163454,"threshold_uncertainty_score":0.007237434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600491407415296,"score_gpt":0.3579103137336931,"score_spread":0.3119053996595402,"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."}}