{"id":"W7153678479","doi":"","title":"Front Matter","year":2024,"lang":"","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Ornithology; Spring (device); Wildlife","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":["insufficient_payload"],"category_scores_codex":[0.0004954498,0.001423754,0.0008122888,0.001309654,0.002101488,0.005398002,0.001531059,0.004485419,0.9061183],"category_scores_gemma":[0.001325353,0.0004445066,0.0007183504,0.0008477155,0.0007645091,0.00345183,0.00373678,0.002116622,0.8827268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041491,"about_ca_system_score_gemma":0.001302579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849437,"about_ca_topic_score_gemma":0.004039886,"domain_scores_codex":[0.999429,0.00005628767,0.00003309676,0.0002072151,0.0001392369,0.0001350619],"domain_scores_gemma":[0.9992895,0.00008442495,0.00007150083,0.00009483683,0.0001691322,0.0002905596],"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":[0.0001291043,0.0001168463,0.001234632,0.000589851,0.00001619142,0.0004358776,0.0001645436,0.00009531622,0.000987988,0.006430693,0.6719395,0.3178596],"study_design_scores_gemma":[0.00001392754,0.00001804824,0.0008000776,0.0001584707,0.000004639179,0.000312091,0.0001633805,0.00008422315,0.0001128578,0.0009088435,0.9974173,0.000006155064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001459829,0.002710651,0.001210785,0.003422294,0.003755808,0.0001011594,0.003195641,0.001409582,0.9827343],"genre_scores_gemma":[0.004080072,0.001549174,0.0008787056,0.002294431,0.0005830554,0.00005553863,0.001851333,0.0004046004,0.9883031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09388167,"threshold_uncertainty_score":0.1339108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309738754435709,"score_gpt":0.1804983954065731,"score_spread":0.167401007862216,"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."}}