{"id":"W7030340877","doi":"","title":"Monarch Butterfly (Danaus plexippus) Roost Site-Selection and Viability East of the Appalachian Mountains","year":2020,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monarch butterfly; Habitat; Flyway; Context (archaeology); Population; Habitat destruction; Butterfly; Climate change; Environmental niche modelling","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007903796,0.0001793866,0.0001831143,0.00006033026,0.0002244665,0.00003769179,0.0003801812,0.00006941007,0.001332991],"category_scores_gemma":[0.00004359921,0.0001593344,0.0001152401,0.001011863,0.0004781454,0.0002180489,0.0006405227,0.000190782,0.0001772961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441832,"about_ca_system_score_gemma":0.00001883675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004987075,"about_ca_topic_score_gemma":0.001475191,"domain_scores_codex":[0.998818,0.00005965423,0.0001947822,0.0003512765,0.0002706602,0.0003056385],"domain_scores_gemma":[0.9993557,0.00003738298,0.0001219201,0.0002661987,0.00001926136,0.0001995462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230538,0.0002667564,0.9750301,0.00004827782,0.00004015777,0.00001244746,0.0005331794,0.0003078485,0.01266878,0.003950693,0.002184225,0.004726994],"study_design_scores_gemma":[0.001563108,0.0003504767,0.5581491,0.00002945174,0.00009199934,0.00002779071,0.004052542,0.004325671,0.006703529,0.0004291623,0.423502,0.0007751911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616538,0.00001007444,0.0006631605,0.00231376,0.00002380301,0.0003332512,0.00182048,0.000111584,0.03307003],"genre_scores_gemma":[0.9994745,0.00001644813,0.00002487994,0.0002107298,0.000007215546,0.000001365387,0.00005447055,0.00001100203,0.0001994242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4213178,"threshold_uncertainty_score":0.9995799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883735168802524,"score_gpt":0.2005026646356023,"score_spread":0.1816653129475771,"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."}}