{"id":"W7094317607","doi":"","title":"POPULATION DYNAMICS AND MOVEMENT OF \\nCHANNEL CATFISH \\nIN THE RED RIVER OF THE NORTH","year":2015,"lang":"","type":"article","venue":"Insecta mundi","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catfish; Trophy; Channel (broadcasting); Population; Ictalurus; Ictaluridae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132501,0.0001539715,0.0002151702,0.00002912795,0.0002817078,0.00001002672,0.0003815017,0.00007193135,0.00009687688],"category_scores_gemma":[0.00008661044,0.0001001892,0.00005724131,0.000257492,0.0009344385,0.0001416084,0.001007188,0.0001321352,0.000006555038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759834,"about_ca_system_score_gemma":0.00001123504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02023805,"about_ca_topic_score_gemma":0.2181217,"domain_scores_codex":[0.9987459,0.0001264999,0.0003522692,0.0002394289,0.0003152812,0.000220603],"domain_scores_gemma":[0.9991187,0.00005772585,0.000352977,0.0004040018,0.00002534667,0.00004124676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003590819,0.000114647,0.9896652,0.00003096346,0.00008212223,7.161192e-7,0.004811792,0.001047321,0.00002337045,0.0006953275,0.002761446,0.0007312641],"study_design_scores_gemma":[0.0004376184,0.0001595511,0.9916597,0.00001948671,0.00009129375,6.516738e-7,0.000337705,0.004375868,0.00002333034,0.002664412,0.000127386,0.0001030242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928288,0.00008230418,0.00003680289,0.002240943,0.0005176872,0.0005609962,0.00003500905,0.000005493608,0.003691912],"genre_scores_gemma":[0.9983376,0.0001776806,0.00004053954,0.0005036739,0.00002108701,0.00001448229,0.000006446297,0.000008166698,0.0008903439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978837,"threshold_uncertainty_score":0.9862863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458959741364875,"score_gpt":0.2005727159762609,"score_spread":0.1859831185626122,"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."}}