{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001395938,0.001072873,0.001412308,0.002862205,0.001493356,0.005814105,0.001835328,0.002279289,0.9419066],"category_scores_gemma":[0.009287061,0.000499292,0.000855292,0.002676719,0.0004188019,0.003068252,0.001920735,0.001935891,0.8886856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341972,"about_ca_system_score_gemma":0.002398504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002542528,"about_ca_topic_score_gemma":0.004853853,"domain_scores_codex":[0.99872,0.0001393487,0.00009770035,0.0001756027,0.0007005003,0.0001667134],"domain_scores_gemma":[0.9942934,0.000825547,0.0002076839,0.0006670071,0.002837773,0.001168518],"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":[0.00002598356,0.00001763168,0.00003836966,0.0001129144,0.000001535127,0.00001275997,0.000007796808,0.00001676449,0.00006775267,0.0008533082,0.9816866,0.01715853],"study_design_scores_gemma":[0.00001195627,0.00001211855,0.000172774,0.00008391136,0.000001580964,0.00001745508,0.00001723514,0.00003155114,0.00007204303,0.0004552513,0.9991205,0.000003453656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000288747,0.0006567242,0.0007720868,0.004610789,0.01769681,0.0004607629,0.04366972,0.002189638,0.9296548],"genre_scores_gemma":[0.00101506,0.0003854552,0.000284247,0.001237996,0.001407892,0.0001171743,0.01161964,0.0005531803,0.9833793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05809337,"threshold_uncertainty_score":0.08286315,"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."}}