{"id":"W4233886237","doi":"10.1002/bes2.1200","title":"Issue Information","year":2016,"lang":"en","type":"paratext","venue":"Bulletin of the Ecological Society of America","topic":"Ecology and Conservation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Citation; Computer science; World Wide Web; Information retrieval; Library science","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":["insufficient_payload"],"category_scores_codex":[0.0002034047,0.000174798,0.0004822757,0.000003404851,0.0002323498,0.000007976565,0.0005522071,0.0003872257,0.05343562],"category_scores_gemma":[0.0001651991,0.00004744507,0.0005332888,0.0001561417,0.0007165254,0.00002128487,0.0003659192,0.0002024629,0.003863628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002775923,"about_ca_system_score_gemma":0.00001650154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001706905,"about_ca_topic_score_gemma":0.000004124104,"domain_scores_codex":[0.9988111,0.0001355426,0.0004663838,0.0001669407,0.0002066807,0.0002133071],"domain_scores_gemma":[0.997995,0.0008104718,0.0008764659,0.00009190029,0.0001952245,0.00003091502],"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":[0.00001393038,0.00006020559,0.0009296258,0.00002946832,0.0000819286,1.712656e-8,0.00003553191,0.00000226396,0.0003122391,0.00001185493,0.9869736,0.01154929],"study_design_scores_gemma":[0.00007768296,0.0001833341,0.0792746,0.00003528294,0.00002185223,3.605326e-7,0.0002253666,0.000001201743,0.0001580101,0.00006489184,0.9198464,0.0001110798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1005763,0.001840555,0.00004378472,0.4927951,0.004914138,0.002028401,0.001500079,0.0001028899,0.3961987],"genre_scores_gemma":[0.1261173,0.01752187,0.002981603,0.0775639,0.002000103,0.0004094244,0.0004442849,0.00000635123,0.7729551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4152312,"threshold_uncertainty_score":0.996912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186157958301082,"score_gpt":0.2121031445760001,"score_spread":0.2002415649929893,"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."}}