{"id":"W4388848873","doi":"10.7717/peerj.16379","title":"Light wavelength and pulsing frequency affect avoidance responses of Canada geese","year":2023,"lang":"en","type":"article","venue":"PeerJ","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attraction; Goose; Blue light; Environmental science; Red light; Colored; Affect (linguistics); Wavelength; Audiology; Optics; Physics; Ecology; Biology; Psychology; Communication; Medicine; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007094305,0.0002220174,0.0001367394,0.0001585367,0.0001685205,0.0002826662,0.0000932588,0.0002058354,0.0008083952],"category_scores_gemma":[0.0003598297,0.000111461,0.0001735998,0.00008740809,0.000172411,0.0001216239,0.0001525135,0.0003929431,0.0001081073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349616,"about_ca_system_score_gemma":0.0002391415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02727637,"about_ca_topic_score_gemma":0.06281534,"domain_scores_codex":[0.999926,0.000009237819,0.000003331354,0.00002121559,0.00001473204,0.00002546526],"domain_scores_gemma":[0.9997398,0.00003539066,0.00004919546,0.00001471048,0.00005774396,0.0001030953],"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":[0.001831044,0.0002827501,0.07476352,0.00004771468,0.00005947874,0.0001424598,0.0004168121,0.0001117081,0.9168444,0.0000268532,0.0001454635,0.005327782],"study_design_scores_gemma":[0.00001967644,0.001073446,0.9684217,0.00000615209,0.00005134524,0.00009754902,0.0003553127,0.0005370172,0.02881227,0.00002705165,0.00057936,0.00001925228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997571,0.00004778704,0.0000351828,0.000008530037,0.000001742819,0.000002060713,0.00002396919,0.000002404242,0.0001211946],"genre_scores_gemma":[0.9984745,0.0000881137,0.0002010141,0.00006772432,0.000002502155,0.00001148956,0.0001042784,0.00000596671,0.001044372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02727637,"threshold_uncertainty_score":0.05423522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131926506827244,"score_gpt":0.2344846580781133,"score_spread":0.2131653930098408,"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."}}