{"id":"W7111544764","doi":"","title":"Photographic Confirmation of Dark-winged Variant Bonaparte’s Gull in Canada","year":2025,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photography; Identification (biology); Line drawings; Field (mathematics)","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":[0.00007379,0.0002295041,0.0001883199,0.001580249,0.002336463,0.000456073,0.0004505329,0.0005968431,0.008182444],"category_scores_gemma":[0.0003195553,0.0001349347,0.0001700602,0.00120742,0.0006141435,0.0001335185,0.0004914611,0.0006184419,0.0008744981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003886031,"about_ca_system_score_gemma":0.003288381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9308371,"about_ca_topic_score_gemma":0.9839335,"domain_scores_codex":[0.999833,0.000005169377,0.000003611957,0.00002861066,0.00006443817,0.00006514747],"domain_scores_gemma":[0.9996417,0.00002090847,0.00002470012,0.00001226074,0.0001782958,0.00012219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0013823,0.0001318945,0.4153616,0.0007130022,0.000236124,0.08510154,0.0148578,0.001030922,0.2878024,0.004565858,0.0850087,0.1038078],"study_design_scores_gemma":[0.000009328049,0.00004001777,0.9357922,0.0001046246,0.00003265417,0.004990843,0.005832962,0.0003730705,0.004602744,0.0001044533,0.04808827,0.00002878515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8813416,0.001356655,0.0009029335,0.001577672,0.0003135364,0.000114287,0.007467357,0.0002024113,0.1067236],"genre_scores_gemma":[0.9759232,0.000387809,0.001225204,0.0002535742,0.00001503327,0.00001392704,0.001504001,0.00003124468,0.02064607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06916291,"threshold_uncertainty_score":0.1391404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422225258871687,"score_gpt":0.1643850175130488,"score_spread":0.150162764924332,"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."}}