{"id":"W6923426180","doi":"10.14288/1.0347999","title":"Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009342012,0.0007059547,0.0005464822,0.003302485,0.003304815,0.006118848,0.0006163691,0.001563462,0.3969893],"category_scores_gemma":[0.003778779,0.000390513,0.0002606212,0.002534392,0.0009741065,0.003244282,0.003060244,0.001775619,0.1831114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377582,"about_ca_system_score_gemma":0.003968649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006456163,"about_ca_topic_score_gemma":0.02188846,"domain_scores_codex":[0.9988592,0.00009043322,0.00005408199,0.0002222109,0.0006561878,0.0001179813],"domain_scores_gemma":[0.9974174,0.0002407521,0.0001280194,0.0002759205,0.001193271,0.0007445069],"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":[0.00002465057,0.00001556917,0.0002111438,0.00007348906,0.00000198802,0.0001313867,0.0001377187,0.00002796322,0.0001814878,0.00843025,0.9263403,0.06442399],"study_design_scores_gemma":[8.131875e-7,0.000003499566,0.0001796684,0.00002594052,3.841079e-7,0.00003640991,0.00003131707,0.000006799754,0.00005275645,0.0002566799,0.9994036,0.000002105012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003023313,0.01677213,0.001215894,0.01638423,0.04328506,0.0001116033,0.00251186,0.001318737,0.9153771],"genre_scores_gemma":[0.003575216,0.002666123,0.0002929487,0.0004407388,0.00179714,0.00001762593,0.0003182446,0.000276351,0.9906156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3969893,"threshold_uncertainty_score":0.8601215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069946259786193,"score_gpt":0.2631595921616635,"score_spread":0.2424601295638015,"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."}}