{"id":"W2970267031","doi":"10.1093/auk/ukz035","title":"2019 Elliott Coues Award to Linda Whittingham and Peter Dunn","year":2019,"lang":"en","type":"article","venue":"The Auk","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental ethics; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764033,0.00104385,0.001115996,0.001550092,0.002649226,0.005849459,0.00127326,0.003737332,0.347619],"category_scores_gemma":[0.008858953,0.0004619798,0.0006164452,0.000638738,0.0008719803,0.002403435,0.005333265,0.004522059,0.1868806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102222,"about_ca_system_score_gemma":0.00979163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00782799,"about_ca_topic_score_gemma":0.0249155,"domain_scores_codex":[0.9969761,0.0002409861,0.00009683557,0.0004583017,0.001639404,0.00058828],"domain_scores_gemma":[0.986328,0.0003394393,0.0002638792,0.0002701996,0.003991378,0.008807235],"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":[0.00001010149,0.00001195387,0.00006732294,0.00001144325,0.000001061205,0.00004444418,0.00001271673,0.00001014239,0.00004380591,0.00118537,0.9835469,0.01505489],"study_design_scores_gemma":[0.000004454361,0.00001513803,0.0002426372,0.00003449479,0.000001136936,0.0001217154,0.00004446461,0.00003184696,0.0000329897,0.0003848264,0.999081,0.000005338275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001253511,0.01180768,0.001724456,0.2453143,0.3924168,0.0002499246,0.001885575,0.0006764816,0.3446713],"genre_scores_gemma":[0.004821327,0.003413137,0.0007320648,0.01988004,0.01854196,0.00007613559,0.000688227,0.0002327508,0.9516143],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.347619,"threshold_uncertainty_score":0.9305423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437730315763933,"score_gpt":0.3732176706856331,"score_spread":0.3288403675279937,"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."}}