{"id":"W7147128072","doi":"10.5281/zenodo.19356574","title":"Tringa melanoleuca","year":2018,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Animal ecology; Taxonomy (biology); Population; Cave","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":[0.00009297705,0.0003464928,0.0001923878,0.001601276,0.001021478,0.0002368578,0.0002847109,0.0001894672,0.006791276],"category_scores_gemma":[0.0001736731,0.0001862396,0.000203211,0.0004763858,0.0003115863,0.0002466005,0.000873032,0.0003433799,0.001577717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287533,"about_ca_system_score_gemma":0.0004750249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0413871,"about_ca_topic_score_gemma":0.1818201,"domain_scores_codex":[0.9999143,0.000007526324,0.000005566716,0.0000409471,0.00001461861,0.00001701215],"domain_scores_gemma":[0.9999053,0.000006616937,0.00003153491,0.00001041725,0.00002200131,0.0000239445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001191895,0.0003205409,0.2281508,0.001352774,0.0001173911,0.003057542,0.005216906,0.000786852,0.3247172,0.003888632,0.02196059,0.4092388],"study_design_scores_gemma":[0.00004823397,0.0003161767,0.8919392,0.0002698727,0.00006995077,0.002603143,0.001469064,0.0004654882,0.00322281,0.0006494105,0.0989072,0.00003950342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075146,0.001878929,0.001882655,0.0003211149,0.00009741122,0.0002427537,0.004957659,0.0008218386,0.08228308],"genre_scores_gemma":[0.9721227,0.0004651051,0.00331498,0.0002539976,0.00002250576,0.000253257,0.002813638,0.00008625745,0.02066757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0413871,"threshold_uncertainty_score":0.08229238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05690625609782142,"score_gpt":0.2510460858398228,"score_spread":0.1941398297420014,"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."}}