{"id":"W4403290057","doi":"10.1016/j.indic.2024.100500","title":"Loop analysis quantifying important species in a marine food web","year":2024,"lang":"en","type":"article","venue":"Environmental and Sustainability Indicators","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"HORIZON EUROPE Framework Programme; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Food web; Environmental science; Ecology; Biology; Oceanography; Fishery; Geology; Ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357851,0.0003850873,0.0003911128,0.002675214,0.0002318327,0.0008842031,0.0004208293,0.0003442371,0.001238648],"category_scores_gemma":[0.007564924,0.0001427978,0.000647684,0.0007598976,0.0006527817,0.001281865,0.0007630345,0.0004657937,0.0001131281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000521191,"about_ca_system_score_gemma":0.0002631344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749584,"about_ca_topic_score_gemma":0.001039618,"domain_scores_codex":[0.9996927,0.00007451917,0.0000250919,0.00007205694,0.0001056524,0.00002993874],"domain_scores_gemma":[0.9954793,0.003127483,0.0006681065,0.0002588499,0.0003187855,0.0001474918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002132069,0.00008369845,0.104927,0.0001796783,0.0002551124,0.0001637121,0.0004289263,0.7674885,0.01836344,0.02910107,0.0006300212,0.07816576],"study_design_scores_gemma":[0.000003874718,0.0000582476,0.01664263,0.000009546548,0.00002277631,0.00004273148,0.00005594622,0.9554352,0.001942189,0.02543756,0.0003278101,0.00002159488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6890441,0.0002243922,0.3065033,0.000141993,0.00001897061,0.00005767421,0.0005581758,0.0004773016,0.002974137],"genre_scores_gemma":[0.9783789,0.00006030381,0.02099071,0.00001576518,0.00001162251,0.00003084259,0.0001950621,0.00002573797,0.0002911482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002675214,"threshold_uncertainty_score":0.007181108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006173286009575923,"score_gpt":0.2262847614838826,"score_spread":0.2201114754743067,"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."}}