{"id":"W7100073667","doi":"","title":"THE ROLE OF ENVIRONMENTAL CHARACTERISTICS ON FISH","year":2008,"lang":"en","type":"article","venue":"","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Watershed; Ecosystem; Fish <Actinopterygii>; Aquatic ecosystem; Vegetation (pathology); Aquatic plant","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":[0.00002704355,0.00004461771,0.00005400991,4.797534e-7,0.0001664275,0.000004195491,0.0001028439,0.00002984853,0.0003247717],"category_scores_gemma":[0.00001175769,0.000009716869,0.00003728003,0.00002022674,0.0001223959,0.0000150811,0.00002503453,0.00004034011,0.0000109601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003662324,"about_ca_system_score_gemma":6.944995e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004067975,"about_ca_topic_score_gemma":0.00000250358,"domain_scores_codex":[0.9996987,0.00001214719,0.00006915403,0.00006893821,0.0000665881,0.00008445098],"domain_scores_gemma":[0.9997657,0.0001574612,0.0000315574,0.00002152923,0.000002688935,0.00002106035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002455002,0.00007734902,0.009749352,2.128786e-7,0.000002576999,6.221103e-7,0.000005697557,1.62212e-8,0.9054019,0.0001127821,0.000107263,0.08451761],"study_design_scores_gemma":[0.0000163084,0.0001661305,0.5640973,0.000001235032,7.358986e-7,0.000004024294,0.0001276416,0.000003017502,0.3807959,0.0003569595,0.05438528,0.00004546581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872541,0.00001547084,2.248516e-8,0.0002328318,0.00001307712,0.00002805318,0.00006243744,0.00001061301,0.01238336],"genre_scores_gemma":[0.9988662,0.0001146635,0.000001784843,0.0001301446,0.00008132877,0.000002817734,0.00001440245,9.285688e-8,0.0007885512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543479,"threshold_uncertainty_score":0.3556022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157378323271378,"score_gpt":0.1627796153933687,"score_spread":0.151205832160655,"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."}}