{"id":"W3185103697","doi":"10.1101/2020.09.04.282939","title":"The interplay of wind and uplift facilitates over-water flight in facultative soaring birds","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Facultative; Open sea; Pelagic zone; Open water; Environmental science; Proxy (statistics); Seascape; Foraging; Energy expenditure; Ecology; Geography; Oceanography; Habitat; Geology; Biology; Computer science","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":[0.0001450097,0.0001355509,0.0001716494,0.000263743,0.00026012,0.0003074741,0.0001019111,0.0001175201,0.001371332],"category_scores_gemma":[0.0002780964,0.00009046188,0.0001100129,0.0001785353,0.0002116374,0.0001303031,0.0002167632,0.0001695462,0.0001015737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026676,"about_ca_system_score_gemma":0.0001057072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670139,"about_ca_topic_score_gemma":0.01340823,"domain_scores_codex":[0.9999609,0.000006943334,0.00000275924,0.00001192603,0.000006226357,0.00001126885],"domain_scores_gemma":[0.9997521,0.000056459,0.00008979033,0.00001836266,0.00001640649,0.00006688693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276901,0.0001132946,0.6535878,0.00009927924,0.0000802045,0.0003170732,0.0006146341,0.0009240329,0.3298428,0.0001504582,0.0001733505,0.01382012],"study_design_scores_gemma":[0.000001857541,0.00006223163,0.9980692,0.000002144614,0.000006983301,0.00005327229,0.0001732632,0.0006529022,0.0008345436,0.00004214177,0.00009869361,0.00000267356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997875,0.00001215123,0.00007181206,0.00000243011,3.369881e-7,6.271239e-7,0.00001223366,0.00000214677,0.0001107216],"genre_scores_gemma":[0.999561,0.00001528463,0.00025997,0.000007563679,0.000001387804,0.000001654572,0.00003669524,0.0000017119,0.0001146808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670139,"threshold_uncertainty_score":0.007297516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051237949767153,"score_gpt":0.2291268261433738,"score_spread":0.2186144466457023,"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."}}