{"id":"W2947548216","doi":"10.1002/fsh.10307","title":"On the Electroimmobilization of Fishes for Research and Practice: Opportunities, Challenges, and Research Needs","year":2019,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Fisheries and Oceans Canada; Carleton University","funders":"Great Lakes Fishery Commission","keywords":"Fishery; Environmental resource management; Environmental planning; Geography; Business; Biology; Environmental science","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":[0.003019647,0.00007062267,0.0001090772,0.0000626328,0.0002205785,0.000030647,0.000149736,0.0001084196,0.0004969894],"category_scores_gemma":[0.001028076,0.00004936554,0.00001194306,0.0001397367,0.001173204,0.0001962723,0.0001697248,0.000211952,0.0000139047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004422192,"about_ca_system_score_gemma":0.00002302454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007908708,"about_ca_topic_score_gemma":0.0002485475,"domain_scores_codex":[0.9987469,0.000378673,0.000123612,0.0002142882,0.0002367818,0.0002997829],"domain_scores_gemma":[0.9966072,0.003023685,0.00004222523,0.0002139364,0.00007241325,0.00004056168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003402173,0.001600481,0.2708413,0.0005636527,0.0001160388,0.00001245592,0.02716119,0.000005062531,0.1215372,0.1784093,0.3057593,0.09059189],"study_design_scores_gemma":[0.0004411739,0.005523521,0.555283,0.00002885305,0.00001159077,0.00002146596,0.02816487,0.00005449465,0.00178005,0.01639566,0.392127,0.0001683524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551992,0.000421918,0.000001146589,0.01665016,0.00005327567,0.0006681327,0.000009509143,0.00000927396,0.02698739],"genre_scores_gemma":[0.9932073,0.002611587,0.00009534316,0.0001715089,0.00002354942,0.00013949,0.000008938124,0.00001071522,0.00373158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844417,"threshold_uncertainty_score":0.5441685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2786504362482743,"score_gpt":0.3782438526874758,"score_spread":0.09959341643920144,"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."}}