{"id":"W4405231046","doi":"10.21199/wb55.3.4","title":"APPARENT HYBRID RUBY-THROATED × RUFOUS HUMMINGBIRDS IN WESTERN CANADA","year":2024,"lang":"en","type":"article","venue":"Western Birds","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoology; Geography; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001597098,0.0002989279,0.0002923114,0.00002802594,0.0001478933,0.0002101486,0.0003759673,0.00005370808,0.0001980373],"category_scores_gemma":[0.00001595358,0.000109634,0.00007639328,0.0005362462,0.00004944795,0.0002085137,0.0002716976,0.0002032472,0.0001908691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404608,"about_ca_system_score_gemma":0.00002839515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3071922,"about_ca_topic_score_gemma":0.9106714,"domain_scores_codex":[0.9980673,0.00005662797,0.0003619347,0.000544671,0.0004336243,0.0005358068],"domain_scores_gemma":[0.9995983,0.0001173517,0.0000562649,0.00008299843,0.0000374056,0.0001077399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004339545,0.0002455052,0.8130805,0.0002150224,0.0002191789,0.00166787,0.000616396,0.0001749501,0.01253748,0.0001781839,0.07179786,0.09922362],"study_design_scores_gemma":[0.0001319728,0.0001185489,0.6519746,0.0001794607,0.00002708053,0.00002550167,0.0004113672,0.00008335072,0.0004653571,0.00007858207,0.3460083,0.0004959464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918383,0.0008720151,0.000002419729,0.004931686,0.0006910269,0.0002996403,0.00004777154,0.0003351494,0.0009819485],"genre_scores_gemma":[0.9936818,0.0001292589,0.000004619444,0.0005562648,0.0003669735,0.00004745833,0.00008526426,0.000003465376,0.00512493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6034791,"threshold_uncertainty_score":0.6974213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580709908208544,"score_gpt":0.21562379823053,"score_spread":0.1998166991484446,"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."}}