{"id":"W2706609907","doi":"10.1186/s40317-017-0130-2","title":"Estimating incision healing rate for surgically implanted acoustic transmitters from recaptured fish","year":2017,"lang":"en","type":"article","venue":"Animal Biotelemetry","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry; Carleton University","funders":"U.S. Geological Survey; Great Lakes Fishery Commission","keywords":"Fish <Actinopterygii>; Fibrous joint; Fishery; Biology; Coral reef fish; Juvenile; Reef; Surgery; Anatomy; Medicine; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046244,0.0001629051,0.0002254373,0.00002824638,0.001020689,0.00008057254,0.000382032,0.0001199163,0.000449098],"category_scores_gemma":[0.0003287723,0.0001462697,0.00006735103,0.00005457407,0.0001671648,0.0002321041,0.000261274,0.0001336801,0.0000678238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005636809,"about_ca_system_score_gemma":0.000004731462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004281915,"about_ca_topic_score_gemma":0.001770649,"domain_scores_codex":[0.9988265,0.00003984087,0.0002441605,0.0004091514,0.0001257523,0.0003546201],"domain_scores_gemma":[0.9991896,0.000282916,0.0001744389,0.0002816548,0.000008629036,0.00006276422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002280002,0.0003473336,0.4265665,0.0001706464,0.0005149583,0.0002210228,0.0009253593,0.001483276,0.2722287,0.0001108879,0.2518933,0.04325797],"study_design_scores_gemma":[0.001072175,0.0002713446,0.9754588,0.00003882889,0.00008480039,0.000002454776,0.00008920149,0.01486414,0.002682686,0.0006325968,0.004487109,0.0003158739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772756,0.00001082656,0.01633267,0.003934313,0.0003718935,0.0003648036,0.0001001768,0.00006870119,0.001541028],"genre_scores_gemma":[0.9808048,0.00002266766,0.01690404,0.001988838,0.000103115,0.00002073036,0.00004123616,0.00001436858,0.0001002215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5488923,"threshold_uncertainty_score":0.7850422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705832730519614,"score_gpt":0.2642447594705137,"score_spread":0.2471864321653176,"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."}}