{"id":"W2593250666","doi":"10.1111/ibi.12468","title":"Hugh Boyd, <scp>CM</scp> (1925–2016)","year":2017,"lang":"en","type":"article","venue":"Ibis","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Goose; Population; Geography; Barnacle; White (mutation); Amateur; History; Ethnology; Genealogy; Fishery; Archaeology; Ecology; Demography; Biology; Sociology","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":[0.0005061672,0.0007021032,0.0003145135,0.0008895268,0.002045635,0.00214554,0.0005897381,0.001544798,0.2618216],"category_scores_gemma":[0.001805859,0.0003073045,0.0001878691,0.0007072018,0.0006439599,0.001694689,0.001795485,0.002172322,0.1337534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783666,"about_ca_system_score_gemma":0.001656948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01291951,"about_ca_topic_score_gemma":0.03647374,"domain_scores_codex":[0.9994891,0.00005532392,0.00002264374,0.0001249502,0.0002140533,0.00009388594],"domain_scores_gemma":[0.9990632,0.00005665626,0.00004737416,0.00002214869,0.0002962419,0.0005144053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001053823,0.000004476612,0.0001283633,0.00003038159,7.605144e-7,0.00008081811,0.00004855206,0.0000131609,0.00006774742,0.0009235185,0.9705983,0.02809331],"study_design_scores_gemma":[9.842067e-7,0.000005829422,0.0003626085,0.00004585637,4.120637e-7,0.00009174569,0.0000563334,0.000007696922,0.00004270104,0.0001404983,0.9992428,0.00000264848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003168498,0.06841244,0.001195469,0.1660931,0.2317722,0.0001586745,0.005077781,0.0008787213,0.5232432],"genre_scores_gemma":[0.005840734,0.007081713,0.0002442116,0.008394593,0.007863083,0.00003303592,0.0003662767,0.0001941099,0.9699821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2618216,"threshold_uncertainty_score":0.8758804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824481435926904,"score_gpt":0.2581947229390252,"score_spread":0.2399499085797561,"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."}}