{"id":"W2136402915","doi":"10.1890/130283","title":"Making connections in aquatic ecosystems with acoustic telemetry monitoring","year":2014,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Windsor; University of British Columbia","funders":"","keywords":"Telemetry; Biotelemetry; Aquatic ecosystem; Environmental resource management; Aquatic science; Coral reef; Environmental science; Remote sensing; Computer science; Ecology; Geography; Telecommunications; Biology","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":[0.0008428564,0.0009768584,0.001245424,0.004154961,0.0004164165,0.001831368,0.001008326,0.001618341,0.007114473],"category_scores_gemma":[0.001618031,0.0003104717,0.000769785,0.004285526,0.0007961441,0.003439429,0.001320513,0.001611558,0.002621829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007270901,"about_ca_system_score_gemma":0.001764917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886577,"about_ca_topic_score_gemma":0.002943769,"domain_scores_codex":[0.9996583,0.00006483841,0.0000477396,0.00006827649,0.0001273604,0.0000333046],"domain_scores_gemma":[0.9992926,0.000360714,0.00009257124,0.0000271869,0.0001800492,0.00004688197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004036703,0.00005019218,0.000353942,0.03247729,0.000115517,0.0001965334,0.0001502847,0.0003985221,0.001301773,0.01011015,0.02343048,0.931375],"study_design_scores_gemma":[0.000004279282,0.00004364347,0.00100165,0.007839622,0.0001017064,0.000564708,0.0001293266,0.00004833905,0.0002649329,0.003708218,0.9862739,0.00001968822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001414054,0.9969614,0.0002434273,0.0004905924,0.0002089295,0.000006244196,0.00004551971,0.00001025453,0.001892128],"genre_scores_gemma":[0.001029801,0.9976438,0.000302831,0.0002009055,0.0001462549,0.0000056167,0.00005247655,0.000002565404,0.0006158015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007114473,"threshold_uncertainty_score":0.02380025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959285994837405,"score_gpt":0.2535166644878883,"score_spread":0.2339238045395143,"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."}}