{"id":"W2810445376","doi":"10.1093/conphys/coy032","title":"Behavioural guidance of Chinook salmon smolts: the variable effects of LED spectral wavelength and strobing frequency","year":2018,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"University of California, Davis","keywords":"Fish <Actinopterygii>; Chinook wind; Blue light; Biology; Red light; White light; Fishery; Light intensity; Artificial light; Environmental science; Animal science; Optics; Oncorhynchus; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000130568,0.00007309156,0.0001430238,0.00001403668,0.0001238528,0.000001850599,0.0001159687,0.00004022109,0.0001743933],"category_scores_gemma":[0.00008407938,0.00005382612,0.00001700709,0.00009536763,0.0007168347,0.00008779795,0.0001330448,0.00005278779,0.000008386832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001359674,"about_ca_system_score_gemma":0.000005817796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003400394,"about_ca_topic_score_gemma":0.0003686439,"domain_scores_codex":[0.9994323,0.00007665068,0.0001636966,0.0001494428,0.00004828208,0.0001296631],"domain_scores_gemma":[0.9995363,0.000151432,0.000144017,0.0001412112,0.00001580128,0.00001123786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003264553,0.00005551255,0.8065674,0.00003642124,0.00003829272,5.907809e-7,0.0003844602,0.00001017059,0.1794456,0.008766467,0.00458593,0.00007651862],"study_design_scores_gemma":[0.0002632344,0.0002029829,0.9865302,0.000009926204,0.00002340077,7.770747e-7,0.00003115734,0.0002416129,0.007643403,0.004937275,0.00006565456,0.00005035265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956952,0.00002460353,0.0001162489,0.0003727155,0.0001292378,0.0001862602,0.000001956631,0.00001027825,0.003463544],"genre_scores_gemma":[0.9983245,0.00001970241,0.0008484533,0.0006090282,0.0000191072,0.00001543976,0.000003379993,0.000003428596,0.0001569459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1799628,"threshold_uncertainty_score":0.2641208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007845461118692323,"score_gpt":0.2073457737307188,"score_spread":0.1995003126120264,"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."}}