{"id":"W4304203156","doi":"10.1186/s40317-022-00302-1","title":"Ultra-light photosensor collars to monitor Arctic lemming activity","year":2022,"lang":"en","type":"article","venue":"Animal Biotelemetry","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature; Université Laval; Center for Northern Studies","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Indigenous and Northern Affairs Canada; Polar Knowledge Canada","keywords":"Photodetector; Biology; Arctic; The arctic; Ecology; Remote sensing; Oceanography; Optics; Geography; Physics; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001839555,0.0003570685,0.0001689322,0.0004229326,0.0001379428,0.0001843481,0.0003028247,0.000281046,0.00147534],"category_scores_gemma":[0.0002088289,0.0001169981,0.0001440268,0.0001890515,0.0001041649,0.0001616161,0.0002147853,0.0001633108,0.0003705489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001476215,"about_ca_system_score_gemma":0.00008277999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009719659,"about_ca_topic_score_gemma":0.004030575,"domain_scores_codex":[0.9998856,0.00001950045,0.000006332609,0.00004535717,0.00002791439,0.00001534288],"domain_scores_gemma":[0.9997165,0.00003910426,0.0001175696,0.00001987806,0.00006168391,0.00004523245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000520319,0.0001967591,0.2476843,0.0002409645,0.00008571409,0.0002755246,0.000341283,0.0006541866,0.7175916,0.00006316479,0.0003772402,0.03196906],"study_design_scores_gemma":[0.00001953942,0.002095808,0.8660911,0.00003582724,0.0001294589,0.001051045,0.0002766927,0.004208405,0.1234747,0.00005226383,0.002537994,0.00002715863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948656,0.0004027176,0.003299077,0.00001425988,0.000009586446,0.00004182175,0.0003740922,0.00008593166,0.0009069079],"genre_scores_gemma":[0.9775252,0.0002953128,0.01941966,0.0001034529,0.00002011389,0.0001073522,0.0006888161,0.0000189627,0.001821186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00147534,"threshold_uncertainty_score":0.004935503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241924693889576,"score_gpt":0.2509495681393867,"score_spread":0.238530321200491,"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."}}