{"id":"W6961186734","doi":"10.14288/1.0178320","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Potato Plant Research","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":[0.00027289,0.00004496622,0.00005399977,0.000001831773,0.01963961,0.006149566,0.001164103,0.00002606143,0.0009029618],"category_scores_gemma":[0.0001724586,0.00001191008,0.00002841357,0.0001459954,0.00009235974,0.0001766242,0.0003877777,0.00009518045,0.000101885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001750762,"about_ca_system_score_gemma":0.00002180252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01643344,"about_ca_topic_score_gemma":0.07408445,"domain_scores_codex":[0.9994692,0.00004245125,0.00006121093,0.0001274986,0.0001108994,0.0001887117],"domain_scores_gemma":[0.9995083,0.0002242241,0.00003949151,0.00011942,0.00005144064,0.00005716179],"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":[0.00002088488,0.00003018693,0.001015585,2.027435e-7,0.00001143606,0.000003156481,0.000009634663,2.061553e-7,0.002963543,0.0002345437,0.9619183,0.03379233],"study_design_scores_gemma":[0.00007632901,0.00005288978,0.06814089,0.00000337025,0.00000235809,0.000009794127,0.00008463138,0.00004059681,0.0006227663,0.001123931,0.9297842,0.00005817835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02932451,0.00002451167,9.717457e-7,0.006407847,0.0001790311,0.0003244599,0.00003986837,0.00001891496,0.9636799],"genre_scores_gemma":[0.259624,0.00005677466,0.00001825176,0.00005345208,0.000121414,0.0000773043,0.000004562334,3.447932e-7,0.7400439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2302995,"threshold_uncertainty_score":0.9948822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693789037198465,"score_gpt":0.3028551164815698,"score_spread":0.2459172261095852,"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."}}