{"id":"W4385330120","doi":"10.1186/s40462-023-00403-3","title":"Acoustic accelerometer transmitters and their growing relevance to aquatic science","year":2023,"lang":"en","type":"review","venue":"Movement Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Norges Forskningsråd","keywords":"Animal ecology; Accelerometer; Computer science; Ecology; Acceleration; Relevance (law); Popularity; Data logger; Citizen science; Sampling (signal processing); Data science; Biology; Telecommunications","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":[0.002812007,0.001249239,0.002153269,0.004055363,0.000335175,0.001999267,0.002004041,0.002330385,0.00481033],"category_scores_gemma":[0.004529367,0.0006089125,0.0008670751,0.004467669,0.001388224,0.003250716,0.001158231,0.002999926,0.003478282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007195477,"about_ca_system_score_gemma":0.001609225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181822,"about_ca_topic_score_gemma":0.002232899,"domain_scores_codex":[0.9988101,0.0002484951,0.0001846926,0.0002066655,0.0004951208,0.00005509869],"domain_scores_gemma":[0.9963933,0.002389802,0.0003471613,0.00009346491,0.0006801925,0.00009603571],"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":[0.00004682951,0.00002993735,0.0003162996,0.01846401,0.00007403413,0.0001143314,0.00008430655,0.0002465673,0.0008012739,0.003163716,0.01154372,0.965115],"study_design_scores_gemma":[0.00001369193,0.00009173417,0.002225133,0.007641883,0.0001202458,0.001044586,0.0001316543,0.00009693061,0.0004166972,0.002668063,0.9855129,0.0000363948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000840278,0.9979351,0.0003074325,0.0003221576,0.0003480598,0.000005655961,0.00002494944,0.00001035558,0.0009622299],"genre_scores_gemma":[0.0006790207,0.9975055,0.0005730838,0.0002601981,0.0003305614,0.00001178365,0.00004232752,0.000004742743,0.0005928208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00481033,"threshold_uncertainty_score":0.01609218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422511200650421,"score_gpt":0.2806953780785467,"score_spread":0.2464702660720424,"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."}}