{"id":"W4387674656","doi":"10.1002/eco.2439","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Ecohydrology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Okanagan University College","funders":"","keywords":"Computer science; Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004281735,0.0002324568,0.0007153596,0.0006857608,0.0001336966,0.00009537661,0.000382764,0.0004082373,0.2093955],"category_scores_gemma":[0.00007821266,0.0002885496,0.0001646188,0.0002296115,0.0001226189,0.0003273569,0.0002386019,0.0002355777,0.9857458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072153,"about_ca_system_score_gemma":0.00002395602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002404659,"about_ca_topic_score_gemma":0.00001134299,"domain_scores_codex":[0.9983016,0.000009560311,0.0007721041,0.0004465856,0.00002237609,0.00044773],"domain_scores_gemma":[0.9988846,0.00004598525,0.0005737139,0.0004068552,0.00002319537,0.00006569461],"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":[0.000004492055,0.000007994096,0.00003386491,0.00003190472,0.0001136058,0.000001083023,0.0003445598,0.0009104414,6.904728e-8,0.006722324,0.9916731,0.0001566169],"study_design_scores_gemma":[0.0002323197,0.00002671486,0.00002665464,0.000005922361,0.000005280155,0.00000161285,0.00002308718,0.001027098,0.000002104766,0.002164927,0.9962084,0.0002758236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000141226,0.001022388,0.00007775166,0.0009135585,0.05788664,0.0001696895,0.002865675,0.00006734454,0.9368557],"genre_scores_gemma":[0.0005630924,0.001142978,0.00003754541,0.001223784,0.0005839657,0.00005499244,0.0007474838,0.00002894144,0.9956172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7763503,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02879019874887414,"score_gpt":0.2183534332554736,"score_spread":0.1895632345065995,"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."}}