{"id":"W4285282746","doi":"10.5751/ace-02107-170122","title":"Migratory songbirds and urban window collision mortality: vulnerability depends on species, diel timing of migration, and age class","year":2022,"lang":"en","type":"article","venue":"Avian Conservation and Ecology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Bird Studies Canada","keywords":"Diel vertical migration; Vulnerability (computing); Ecology; Geography; Bird migration; Window (computing); Collision; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000563046,0.0002158267,0.0001785806,0.000552888,0.0002130833,0.0004704137,0.0002878302,0.0004224833,0.004172386],"category_scores_gemma":[0.001912168,0.0001980157,0.0003108937,0.000353643,0.0002848328,0.0004547897,0.000697206,0.0003307472,0.0004622104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612797,"about_ca_system_score_gemma":0.0001068801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526933,"about_ca_topic_score_gemma":0.00765867,"domain_scores_codex":[0.9997645,0.00006649058,0.0000129541,0.00005433597,0.00003502354,0.00006668866],"domain_scores_gemma":[0.9982831,0.0003070887,0.0007402132,0.0001054536,0.00009661564,0.0004675305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002130981,0.00002753141,0.9945373,0.000009409567,0.00008641363,0.0000452383,0.00006393021,0.00008735724,0.000479776,0.00003880112,0.0002288765,0.00418222],"study_design_scores_gemma":[0.000001526347,0.00002453242,0.9996681,0.000002745844,0.00001101133,0.00004972222,0.00005870236,0.00009017082,0.00002220534,0.00002570824,0.00004413714,0.000001365163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985242,0.000522871,0.00005231919,0.0001168255,0.000008214195,0.000002456424,0.0001534355,0.000002760036,0.0006168683],"genre_scores_gemma":[0.9991353,0.0002062065,0.00003480465,0.00002960338,0.00001836188,0.000003160933,0.0002209064,0.00000221598,0.0003494226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004172386,"threshold_uncertainty_score":0.01395804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964860301704485,"score_gpt":0.248867048634646,"score_spread":0.2192184456176011,"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."}}