{"id":"W20787259","doi":"","title":"Representation of multistanza life histories in Ecospace models for spatial organization of ecosystem trophic interaction patterns","year":2010,"lang":"en","type":"article","venue":"","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Trophic level; Biomass (ecology); Ecology; Population; Ecosystem; Spatial ecology; Abundance (ecology); Geography; Habitat; Spatial heterogeneity; Environmental science; Fishing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005080841,0.0004786019,0.0003688508,0.0004916377,0.0003464149,0.0009478881,0.001127131,0.0005988773,0.003784206],"category_scores_gemma":[0.001888542,0.0004207577,0.001135054,0.0007247833,0.0003616945,0.001177433,0.0006523407,0.0007641569,0.000562452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048522,"about_ca_system_score_gemma":0.0009195511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01650451,"about_ca_topic_score_gemma":0.01792896,"domain_scores_codex":[0.9998287,0.0000545778,0.00001471502,0.00003390345,0.00004233476,0.00002578889],"domain_scores_gemma":[0.9995346,0.0001941986,0.00007104204,0.00008867401,0.00006860246,0.00004289852],"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":[0.0000357792,0.00002659848,0.003529671,0.0000199572,0.00004394408,0.00005789289,0.00009425269,0.9474188,0.0007048092,0.03878981,0.000865264,0.008413287],"study_design_scores_gemma":[0.000003555095,0.000004316768,0.0002921256,0.00000218682,0.000005332673,0.00001376482,0.000008038646,0.9914339,0.00008526022,0.0072355,0.0009123365,0.000003689322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1542482,0.0001810581,0.8336163,0.000351915,0.00005849079,0.00004774671,0.001360528,0.0009135496,0.009222244],"genre_scores_gemma":[0.8566522,0.0003082771,0.1311298,0.0001574163,0.00003722782,0.000290937,0.001380144,0.0003085967,0.00973535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01650451,"threshold_uncertainty_score":0.03281695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162890315217156,"score_gpt":0.2471483964813595,"score_spread":0.235519493329188,"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."}}