{"id":"W4391322917","doi":"10.1111/cobi.14116","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"Conservation Biology","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001730484,0.000229736,0.0002909832,0.00003138775,0.0001048877,0.00007187553,0.0002714277,0.001148439,0.02801168],"category_scores_gemma":[0.00008385793,0.00008479404,0.00009564454,0.0002982504,0.0001267278,0.0001364351,0.00009702988,0.0004421741,0.1067233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803291,"about_ca_system_score_gemma":0.00004220495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003755094,"about_ca_topic_score_gemma":0.00009243325,"domain_scores_codex":[0.9988636,0.000126011,0.000415527,0.0002724493,0.0000611697,0.0002612705],"domain_scores_gemma":[0.9993499,0.0002252325,0.000188107,0.0000710188,0.0001095561,0.00005622182],"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":[0.00001027566,0.000008355345,0.00006395193,0.00002980504,0.0000264435,3.33292e-7,0.00001913894,3.979823e-7,0.004807439,0.0009364979,0.9133183,0.08077902],"study_design_scores_gemma":[0.00004699721,0.0002282245,0.0003020438,0.00004430456,0.00001472354,0.00000655561,0.00005642036,0.00003696183,0.0003397587,0.001278476,0.9974283,0.0002172391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1721929,0.007834292,0.00007447256,0.1772266,0.05035073,0.001828247,0.006094955,0.0006020851,0.5837957],"genre_scores_gemma":[0.1653844,0.00217494,0.0002255652,0.06003958,0.01396087,0.0004397289,0.1105717,0.000008253107,0.6471949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.117187,"threshold_uncertainty_score":0.9728768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801796950324861,"score_gpt":0.2640742903073079,"score_spread":0.2260563208040594,"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."}}