{"id":"W4231590498","doi":"10.1002/ece3.811","title":"Issue Information","year":2014,"lang":"en","type":"paratext","venue":"Ecology and Evolution","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uppsala Universitet; University of Stirling; University of Western Sydney; University of Leeds; University of Exeter; University of Alberta; Harvard University","keywords":"Citation; Computer science; World Wide Web; Information retrieval; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001973174,0.0009667359,0.001079981,0.003360597,0.001583706,0.006801692,0.002064414,0.002180266,0.8359071],"category_scores_gemma":[0.01129232,0.0004581891,0.00079404,0.003180306,0.000483951,0.004370407,0.002653741,0.001983408,0.701275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341562,"about_ca_system_score_gemma":0.002758109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057299,"about_ca_topic_score_gemma":0.001648098,"domain_scores_codex":[0.9984285,0.0001841803,0.0001299358,0.0002154408,0.000872933,0.0001689122],"domain_scores_gemma":[0.9924893,0.0009881406,0.0003244593,0.0006131146,0.003766065,0.001818991],"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":[0.00001647191,0.0000134571,0.00004622743,0.0001534721,0.000001297119,0.00001324387,0.00001350842,0.00001453709,0.00005159167,0.001383057,0.9717786,0.02651441],"study_design_scores_gemma":[0.000007717153,0.00001066592,0.0002297563,0.00007938487,0.000001093815,0.00002085801,0.00002430244,0.00001745518,0.00003955185,0.0007638566,0.9988023,0.000003079726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004036581,0.001978655,0.001256888,0.01124016,0.0526044,0.0007827713,0.02611488,0.002095392,0.903523],"genre_scores_gemma":[0.002023336,0.001552269,0.001024449,0.003985075,0.007924267,0.0003575552,0.01344244,0.0008732249,0.9688174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1640929,"threshold_uncertainty_score":0.2340586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005502188099888986,"score_gpt":0.2151342070889018,"score_spread":0.2096320189890128,"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."}}