{"id":"W2163611769","doi":"10.1890/0012-9658(2002)083[2152:faioba]2.0.co;2","title":"FISHES AS INTEGRATORS OF BENTHIC AND PELAGIC FOOD WEBS IN LAKES","year":2002,"lang":"en","type":"article","venue":"Ecology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":711,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pelagic zone; Benthic zone; Trophic level; Ecology; Lake ecosystem; Ecosystem; Food web; Environmental science; Food chain; Fishery; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001736949,0.00007797727,0.0002001001,0.00007577298,0.0000309308,0.000003752749,0.0001516392,0.0001125446,0.01548279],"category_scores_gemma":[0.0001571346,0.00007212936,0.00002873236,0.0001937461,0.0003125603,0.00006882622,0.0001394266,0.0001242484,0.0005607494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006251787,"about_ca_system_score_gemma":0.000003494286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004386441,"about_ca_topic_score_gemma":0.02210269,"domain_scores_codex":[0.9992229,0.0001002446,0.0002006224,0.0002080639,0.00006564124,0.0002025252],"domain_scores_gemma":[0.9996213,0.000136446,0.00006573457,0.0001390781,0.0000035812,0.00003388686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002752614,0.00008663813,0.9967064,0.000002487959,0.00001082627,0.000009387702,0.0004795409,0.00007291153,0.0001665181,0.0004354086,0.001143565,0.0008835403],"study_design_scores_gemma":[0.0003344548,0.0005408881,0.9890888,0.000002630987,0.00001622462,0.00001949038,0.0003094618,0.001011209,0.0008996564,0.003495444,0.004171212,0.0001104948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718056,0.00007911753,0.000002495606,0.0006200564,0.00008161314,0.00008185865,0.000001154042,0.000007798651,0.02732031],"genre_scores_gemma":[0.9986346,0.00006612637,0.0001578478,0.0003329,0.000008802288,0.00001275993,8.213894e-7,0.00000535753,0.0007807462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02682904,"threshold_uncertainty_score":0.9957414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008248812168514759,"score_gpt":0.2018910207067585,"score_spread":0.1936422085382438,"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."}}