{"id":"W6960622056","doi":"10.14288/1.0348047","title":"Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","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":[0.001032328,0.0009254232,0.0006611906,0.003921015,0.003184547,0.005875526,0.0006770245,0.001637519,0.3923229],"category_scores_gemma":[0.003716655,0.0004156887,0.0003671768,0.00241508,0.00106324,0.003442097,0.002997636,0.001969784,0.2111037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002157709,"about_ca_system_score_gemma":0.003315564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003905768,"about_ca_topic_score_gemma":0.01259618,"domain_scores_codex":[0.9987673,0.0001001359,0.00006486222,0.00026459,0.0006826792,0.0001205033],"domain_scores_gemma":[0.9975062,0.0002243537,0.0001468037,0.0002813151,0.001072015,0.0007692821],"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":[0.00005336195,0.00002784029,0.0002363893,0.000147402,0.000003747125,0.000240605,0.0001725435,0.00003998447,0.0006287445,0.01060665,0.8758219,0.1120209],"study_design_scores_gemma":[0.000001074714,0.000005599393,0.0001507035,0.00002751254,5.12551e-7,0.00006194958,0.00002568031,0.000007006561,0.0001088873,0.0002754653,0.999333,0.00000264722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003633878,0.02379837,0.001984482,0.01698025,0.07099291,0.0001797865,0.002463339,0.001992353,0.8779746],"genre_scores_gemma":[0.003207962,0.003215846,0.0004420844,0.0005242103,0.002788246,0.00002041148,0.0003132831,0.0003501532,0.9891378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3923229,"threshold_uncertainty_score":0.8667776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082261608827087,"score_gpt":0.2773191861250943,"score_spread":0.2364965700368234,"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."}}