{"id":"W63696724","doi":"","title":"The Role of Environmental Characteristics on Fish Community Structure and Food Web Interactions In Lake Ontario Embayments","year":2007,"lang":"en","type":"dissertation","venue":"eCommons (Cornell University)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Food web; Fishery; Geography; Ecology; Environmental ethics; Biology; Ecosystem","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001457816,0.0002027006,0.000253775,0.0001713244,0.000356209,0.00001726048,0.0004697641,0.0001571333,0.001648849],"category_scores_gemma":[0.00001500596,0.0002038733,0.00007677667,0.000186125,0.000177699,0.0001107554,0.0002197184,0.0009876187,0.00002573025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006829354,"about_ca_system_score_gemma":0.00002371328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449151,"about_ca_topic_score_gemma":0.9769926,"domain_scores_codex":[0.9989961,0.0001895701,0.00024212,0.0002374226,0.0001110884,0.0002236667],"domain_scores_gemma":[0.9990327,0.0002063544,0.0002849716,0.0004118087,0.000004700334,0.00005946146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002076383,0.0004259815,0.9926679,0.000007308989,0.0001463007,0.00001652518,0.002271782,0.0002630691,0.0006539747,0.0001389164,0.0002038933,0.002996726],"study_design_scores_gemma":[0.0002674161,0.0001464748,0.9665936,0.00001671639,0.00007989214,0.000002285824,0.002820024,0.0001424041,0.0002508681,0.000344986,0.02915751,0.000177813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600349,0.00000369448,7.78377e-7,0.000006192728,0.0001683215,0.0001737523,0.0004193456,0.000006996759,0.03918604],"genre_scores_gemma":[0.9896778,0.00004252286,0.00001366493,0.00003050136,0.000008672759,7.263414e-7,0.0005480878,0.00001416038,0.009663891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9745435,"threshold_uncertainty_score":0.9992638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058424466791209,"score_gpt":0.1941756595843803,"score_spread":0.1835914149164682,"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."}}