{"id":"W4400202473","doi":"10.3390/rs16132391","title":"Snowmelt Onset and Caribou (Rangifer tarandus) Spring Migration","year":2024,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowmelt; Snow; Environmental science; Ice calving; Physical geography; Range (aeronautics); Climatology; Geography; Geology; Meteorology; Biology; Lactation","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":[0.0003017698,0.0001757556,0.0002319875,0.0006040806,0.0004330183,0.0004780438,0.0002338886,0.0001736827,0.0009346579],"category_scores_gemma":[0.001240222,0.0001264559,0.0002982554,0.0005079228,0.000280509,0.0002304276,0.0003761795,0.0001817578,0.0001059249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006696124,"about_ca_system_score_gemma":0.0006638637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2075458,"about_ca_topic_score_gemma":0.4493216,"domain_scores_codex":[0.9998362,0.00002982365,0.000008990298,0.00005157529,0.00002306064,0.00005040982],"domain_scores_gemma":[0.9994826,0.0001250014,0.0002072499,0.00003205249,0.00006041142,0.00009273793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004276846,0.000007023733,0.9972126,0.000004130946,0.0000300842,0.00004407086,0.0002245485,0.0003053606,0.0007784959,0.00002742899,0.00003124544,0.001292134],"study_design_scores_gemma":[7.796529e-7,0.0000106708,0.9988782,0.000003687478,0.00001153457,0.00002640294,0.000199226,0.0006855564,0.00006749387,0.00002031189,0.0000944655,0.000001769606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995913,0.00005276832,0.0001354804,0.000007761439,0.000001035537,9.088742e-7,0.00008135768,0.000003834914,0.0001255018],"genre_scores_gemma":[0.9995653,0.00002893854,0.0001112287,0.000002594131,0.000001646372,0.000001593942,0.0001606336,0.000002128188,0.0001258815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2075458,"threshold_uncertainty_score":0.4126756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813810240697536,"score_gpt":0.2193704822634472,"score_spread":0.2012323798564718,"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."}}