{"id":"W4400792369","doi":"10.3389/fevo.2024.1393400","title":"Human aeroecology","year":2024,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Marsden Fund; Ministry of Business, Innovation and Employment","keywords":"Ecology; Human animal; Human communication; Chemical communication; Transmission (telecommunications); Quality (philosophy); Communication; Biology; Computer science; Psychology; Telecommunications; Physics","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":[0.0002168281,0.000229522,0.00014322,0.0004944439,0.0003763696,0.0007331637,0.0001890713,0.0004036562,0.01858742],"category_scores_gemma":[0.001462418,0.00003503451,0.00008871099,0.0005970149,0.0006046655,0.0002560618,0.0005340544,0.0003121042,0.0007589242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005511178,"about_ca_system_score_gemma":0.000636627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944865,"about_ca_topic_score_gemma":0.0107721,"domain_scores_codex":[0.999681,0.00009782047,0.00001420657,0.00006819982,0.00008612356,0.00005263267],"domain_scores_gemma":[0.9993169,0.0001798062,0.0001938716,0.0000322398,0.0001279817,0.0001492162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002761971,0.0002631031,0.7615846,0.0005056828,0.0001682226,0.001345944,0.001834865,0.0009517396,0.00815076,0.002764954,0.01540955,0.2067444],"study_design_scores_gemma":[0.000005406916,0.00008309055,0.9836422,0.00008021487,0.00001073041,0.001098269,0.001426481,0.0002853947,0.0002387226,0.0008398269,0.01228313,0.000006579315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333931,0.01693173,0.002343445,0.009489777,0.0003852012,0.00006885706,0.00301356,0.0001053447,0.134269],"genre_scores_gemma":[0.9921807,0.001931948,0.0001984158,0.0002611718,0.0001281313,0.00001132634,0.0001893211,0.000004597778,0.005094458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944865,"threshold_uncertainty_score":0.06218106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319106827007519,"score_gpt":0.3494579333621119,"score_spread":0.3362668650920367,"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."}}