{"id":"W4386526818","doi":"10.1093/ornithology/ukad041","title":"2023 AOS Ralph W. Schreiber Conservation Awards to Lisa Sorenson and Stanley Senner","year":2023,"lang":"en","type":"article","venue":"The Auk","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Art history; History; Art; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001552103,0.0008253893,0.0007815397,0.002488277,0.00247915,0.004752048,0.001180573,0.002871739,0.8099256],"category_scores_gemma":[0.007762343,0.0005160096,0.0006885969,0.002104705,0.000540415,0.003518555,0.004397313,0.002281355,0.6812606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350195,"about_ca_system_score_gemma":0.004628321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006925915,"about_ca_topic_score_gemma":0.02092877,"domain_scores_codex":[0.9987109,0.0001063739,0.00005103567,0.0001791984,0.000738207,0.0002141871],"domain_scores_gemma":[0.9934118,0.0003620872,0.0002250955,0.0003029135,0.002595492,0.003102482],"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":[0.000007892727,0.00001018382,0.00007605502,0.00003706435,0.000001042724,0.00001714455,0.00001409406,0.000006803515,0.00004259771,0.0006015776,0.9784183,0.0207673],"study_design_scores_gemma":[0.000002948969,0.000005826645,0.0002065365,0.00006651138,9.454001e-7,0.00002592448,0.00004588438,0.00001744499,0.00001629656,0.0002249472,0.999384,0.000002682316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005718415,0.003111621,0.0006142807,0.02250832,0.02962083,0.0002487202,0.006084851,0.001191524,0.936048],"genre_scores_gemma":[0.001722409,0.001858791,0.0004891963,0.002255162,0.001883011,0.00008893363,0.001995134,0.0004208344,0.9892865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8099256,"threshold_uncertainty_score":0.271118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03887181855990692,"score_gpt":0.2475660221454763,"score_spread":0.2086942035855693,"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."}}