{"id":"W7161945517","doi":"10.82308/36297","title":"Barren-ground caribou in a rapidly changing Arctic: Effects of lake ice phenology and monitoring methods on movement behaviour","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenology; Tundra; Climate change; Cryosphere; Thermokarst; Arctic; Arctic ecology; Earth observation; Boreal","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":[0.002132496,0.0003121607,0.0002275982,0.0004555412,0.0003695729,0.0007466079,0.000216314,0.0002883273,0.0003548689],"category_scores_gemma":[0.005409929,0.0001171635,0.0002868776,0.0005949314,0.00031058,0.0003461064,0.0004011696,0.000319199,0.0001060733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588243,"about_ca_system_score_gemma":0.0004339826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07782877,"about_ca_topic_score_gemma":0.1677612,"domain_scores_codex":[0.9991719,0.0003828522,0.0000425623,0.0001362794,0.0001941009,0.00007236612],"domain_scores_gemma":[0.9964484,0.002212823,0.0004931829,0.0001262659,0.0005431519,0.0001760523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009078844,0.0003078807,0.9550216,0.00007289711,0.0002558723,0.0001296303,0.001425651,0.00595755,0.00663291,0.00006376787,0.0002492694,0.02897517],"study_design_scores_gemma":[0.000008120587,0.0006213902,0.9851722,0.00002819442,0.0001086072,0.00006683856,0.001365649,0.01034873,0.001745238,0.00004123471,0.0004810041,0.00001290996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990344,0.0001616574,0.0003505176,0.00002517273,0.00000661043,0.000005425119,0.0000611068,0.000006125437,0.0003489089],"genre_scores_gemma":[0.997568,0.0003206609,0.001416114,0.00003680379,0.00001049635,0.00001171248,0.0002939271,0.0000102541,0.0003320159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07782877,"threshold_uncertainty_score":0.1547515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998257196404887,"score_gpt":0.42882998118441,"score_spread":0.3988474092203612,"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."}}