{"id":"W6901873293","doi":"10.60692/vswz2-12y19","title":"Path for recovery: an ecological overview of the Jambato Harlequin Toad (Bufonidae: Atelopus ignescens) in its last known locality, Angamarca Valley, Ecuador","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Chytridiomycosis; IUCN Red List; Amphibian; Habitat; Population; Habitat destruction; Predation","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":[],"consensus_categories":[],"category_scores_codex":[0.0002456612,0.0002826273,0.0001533738,0.00137717,0.00131262,0.0009745609,0.0005280474,0.0003978801,0.00214864],"category_scores_gemma":[0.0004295578,0.0001171067,0.000159146,0.0008225846,0.0004253435,0.0008139768,0.001142298,0.0003353984,0.0001855407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008611596,"about_ca_system_score_gemma":0.0007307729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720656,"about_ca_topic_score_gemma":0.07621028,"domain_scores_codex":[0.9998513,0.00003228906,0.00000932174,0.00002300397,0.00001664381,0.00006733777],"domain_scores_gemma":[0.9997422,0.00002076637,0.00008028373,0.000006375121,0.00004341139,0.000106891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001395738,0.0001653034,0.8582761,0.000524856,0.00005977179,0.005093186,0.02084848,0.0001752881,0.002537235,0.0005359365,0.005178607,0.1064656],"study_design_scores_gemma":[0.000002031859,0.0000528074,0.9681216,0.0001370287,0.00001206323,0.001208487,0.02135212,0.00007644511,0.00006978632,0.00009956526,0.008858436,0.000009649923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894315,0.005308109,0.0001967528,0.001414798,0.0000336815,0.00003217824,0.0004470839,0.00002077756,0.003115044],"genre_scores_gemma":[0.9917843,0.005117901,0.0006820363,0.0002771415,0.00002731058,0.00005252007,0.0007616426,0.000008100455,0.001288897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02720656,"threshold_uncertainty_score":0.0540964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042292791259096,"score_gpt":0.2445097998704041,"score_spread":0.2022170086113081,"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."}}