{"id":"W2091026228","doi":"10.1071/zo09110","title":"Validating variation in radio-signal strength as an index of aquatic fauna activity","year":2010,"lang":"en","type":"article","venue":"Australian Journal of Zoology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Rainbow trout; Habitat; Biology; Ecology; Telemetry; Crayfish; Fauna; Fishery; Fish <Actinopterygii>; Computer science; 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":[0.001343247,0.000334191,0.0003013895,0.0007441906,0.000287994,0.0005002078,0.0004796652,0.0004864074,0.0005645665],"category_scores_gemma":[0.003091977,0.000221564,0.0001561687,0.0005523604,0.000712756,0.0004266351,0.0003864532,0.0003755893,0.0002240973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496456,"about_ca_system_score_gemma":0.000172618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002712064,"about_ca_topic_score_gemma":0.005183253,"domain_scores_codex":[0.9990501,0.0003843681,0.00006809797,0.0002237553,0.0002190188,0.00005461493],"domain_scores_gemma":[0.9972459,0.00111029,0.0008044276,0.0002213658,0.0004550863,0.0001629538],"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":[0.0004741729,0.0002582061,0.6500022,0.0001208106,0.000143244,0.00008475151,0.0005616931,0.0009780097,0.3258342,0.00008722028,0.0001285173,0.02132693],"study_design_scores_gemma":[0.000007887206,0.001248732,0.9719403,0.000008510101,0.00004992704,0.0001274564,0.0001890319,0.002097755,0.02394716,0.00005491473,0.0003128653,0.00001552028],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927556,0.0001247159,0.005726864,0.00001337163,0.000009741347,0.00006098883,0.0002106682,0.00002686463,0.001071216],"genre_scores_gemma":[0.9915903,0.00007905721,0.007480762,0.00004313566,0.00001034555,0.0001051081,0.0002630016,0.00001302851,0.0004153136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002712064,"threshold_uncertainty_score":0.00710386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400640914019607,"score_gpt":0.2616616389416739,"score_spread":0.2476552298014779,"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."}}