{"id":"W4376641226","doi":"10.1093/conphys/coad023","title":"Validation of a microwave energy meter to non-lethally estimate energetic reserves in adult sturgeon","year":2023,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"U.S. Army Corps of Engineers; U.S. Army; Montana State University","keywords":"Biology; Metre; Microwave; Energy (signal processing); Statistics; Telecommunications; Engineering; Physics","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":[0.003209052,0.0008328414,0.0003941814,0.0005847603,0.000235535,0.000480482,0.0005547643,0.0005580402,0.0005573725],"category_scores_gemma":[0.002946646,0.0002486306,0.0007976362,0.000290835,0.0003285767,0.0003644677,0.0005064662,0.0005236429,0.0003587869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983775,"about_ca_system_score_gemma":0.0003719601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141415,"about_ca_topic_score_gemma":0.00773193,"domain_scores_codex":[0.9992211,0.000366337,0.00003895996,0.0001881028,0.000142256,0.00004333459],"domain_scores_gemma":[0.9984989,0.0007222548,0.0002360254,0.0001224549,0.0003687031,0.0000515585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00128755,0.0006362261,0.8158484,0.000164208,0.0005512637,0.0001176254,0.0004309756,0.02995118,0.09908812,0.0002055805,0.0005082223,0.05121063],"study_design_scores_gemma":[0.00005120192,0.003736116,0.7539768,0.00005043831,0.0005437984,0.0002220211,0.0003282998,0.2015099,0.03839579,0.0002644026,0.0008589978,0.00006228561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898875,0.00006997822,0.009535791,0.00002778603,0.00001099138,0.00002218249,0.0001651226,0.00007552379,0.0002052041],"genre_scores_gemma":[0.9918012,0.00004522692,0.007386448,0.00003275019,0.000004859663,0.00005660799,0.0003999559,0.0000196794,0.0002532752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141415,"threshold_uncertainty_score":0.01697129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419572507453552,"score_gpt":0.2495983749919904,"score_spread":0.2354026499174549,"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."}}