{"id":"W6907002480","doi":"10.17895/ices.pub.25133276","title":"Comparing trophic structure and diversity in northern ecosystems using stable isotope data","year":2010,"lang":"en","type":"other","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trophic level; Stable isotope ratio; Ecosystem; Key (lock); Isotope analysis; Biodiversity; Fishing; Terrestrial 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":[],"consensus_categories":[],"category_scores_codex":[0.001501106,0.0003336114,0.0004072631,0.0001858988,0.0003203079,0.0001578617,0.002792079,0.0002424362,0.000164373],"category_scores_gemma":[0.0004412706,0.000229795,0.00009159913,0.0002156494,0.0001427448,0.0008418877,0.001722136,0.000471092,0.00002486154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008693771,"about_ca_system_score_gemma":0.0004558993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01179872,"about_ca_topic_score_gemma":0.4597865,"domain_scores_codex":[0.9968656,0.0001430944,0.0004616794,0.0005184549,0.001783975,0.0002272253],"domain_scores_gemma":[0.9966139,0.0001647862,0.00113351,0.001216735,0.0008284951,0.00004254445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003366927,0.0007503564,0.3908719,0.001840935,0.005897362,0.00001230747,0.01116133,0.099122,0.02156822,0.00550807,0.4583762,0.001524399],"study_design_scores_gemma":[0.003061663,0.00003953038,0.001579938,0.0008977616,0.0004025872,0.00001626383,0.0008081205,0.375168,0.0003277551,0.002987389,0.6139703,0.000740685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651129,0.006322664,0.01061775,0.004889122,0.03483969,0.0172036,0.09834355,0.0007321261,0.06193858],"genre_scores_gemma":[0.9832168,0.00005575676,0.0003741807,0.00004316314,0.001000083,0.00002973953,0.0009124513,0.0003846795,0.01398311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4479878,"threshold_uncertainty_score":0.9947818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.300418971024227,"score_gpt":0.3004493632539452,"score_spread":0.00003039222971817912,"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."}}