{"id":"W2979054716","doi":"10.1101/789792","title":"Testing the myth of humid versus dry cold: birds do not care","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies; Université du Québec à Rimouski","funders":"","keywords":"Relative humidity; Water vapor; Humidity; Atmospheric sciences; Animal science; Environmental science; Evaporative cooler; Vapour Pressure Deficit; Thermoregulation; Air temperature; Heat exchanger; Chemistry; Ecology; Meteorology; Biology; Thermodynamics; Geography; Transpiration; 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":[0.0008065139,0.0002707271,0.0002901722,0.00009625906,0.0004203123,0.0005707836,0.0003470074,0.0006539517,0.002454845],"category_scores_gemma":[0.001974496,0.0001783652,0.0001677544,0.00006520912,0.001617335,0.0004418597,0.00041064,0.0008289555,0.0001760121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006104899,"about_ca_system_score_gemma":0.0002978679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002869994,"about_ca_topic_score_gemma":0.007142768,"domain_scores_codex":[0.9995052,0.0001392677,0.00002598676,0.0001721878,0.00009782612,0.00005960348],"domain_scores_gemma":[0.9982867,0.0004333431,0.0005426388,0.0002208367,0.0001499839,0.0003664869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01498083,0.002692777,0.4302889,0.0008330125,0.0005615265,0.0006280895,0.004876075,0.00163649,0.4927819,0.002555295,0.002796564,0.04536846],"study_design_scores_gemma":[0.0001071567,0.01015498,0.963036,0.00007301503,0.0001056198,0.0002144707,0.002441543,0.001544708,0.01868653,0.0009092407,0.00268821,0.00003857038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977925,0.0001381669,0.0004741724,0.0002793796,0.00005254567,0.00002834775,0.00008686696,0.000009972752,0.001138014],"genre_scores_gemma":[0.9981451,0.00004660488,0.000764679,0.0003201388,0.00001330313,0.00006717877,0.00006298188,0.000005868482,0.0005740997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002869994,"threshold_uncertainty_score":0.008212268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816647169781293,"score_gpt":0.2233086417925141,"score_spread":0.1951421700947012,"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."}}