{"id":"W6960812229","doi":"10.14288/1.0178246","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing; Project commissioning","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001603408,0.0000716359,0.00008534996,0.000001010622,0.02126809,0.006106123,0.0009653897,0.00003816036,0.000278496],"category_scores_gemma":[0.00005871069,0.00001578314,0.00005374852,0.0001569931,0.00005465969,0.0002401026,0.0002361442,0.00007555062,0.00006522579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001655231,"about_ca_system_score_gemma":0.000007369001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0149841,"about_ca_topic_score_gemma":0.0622298,"domain_scores_codex":[0.9994522,0.000039338,0.00009815471,0.0001502501,0.00009138115,0.000168633],"domain_scores_gemma":[0.9995831,0.0001023098,0.00009120858,0.0001080714,0.00005936773,0.00005589034],"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":[0.000008978485,0.00002437231,0.0006635286,2.401642e-7,0.00001544231,0.000001240819,0.00001369864,2.464899e-7,0.005441315,0.0001601685,0.9742415,0.01942928],"study_design_scores_gemma":[0.00007444405,0.00004677412,0.09294903,0.000006445638,0.000005244541,0.000008845414,0.0002067537,0.000005183806,0.0003403623,0.0003750461,0.9059038,0.00007807323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02541917,0.00008277896,0.000001224793,0.008964968,0.0006595665,0.0005202078,0.00002711598,0.0000356661,0.9642893],"genre_scores_gemma":[0.4575315,0.0000269649,0.000006684802,0.00007082301,0.00037947,0.00008144601,0.000004116924,2.799583e-7,0.5418987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4321124,"threshold_uncertainty_score":0.9949256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311848468967436,"score_gpt":0.2488989349220735,"score_spread":0.2177140880253299,"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."}}