{"id":"W6960865214","doi":"10.14288/1.0178542","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Peanut Plant Research Studies","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":[0.0002516887,0.00005012344,0.00006375353,0.000001679186,0.02791424,0.004919037,0.0009801624,0.00001857887,0.0003659511],"category_scores_gemma":[0.0002818594,0.00001276628,0.0000307235,0.0001287824,0.0001291992,0.0001705814,0.0005854773,0.00008116614,0.00001040409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001783422,"about_ca_system_score_gemma":0.00001361769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01085005,"about_ca_topic_score_gemma":0.0618656,"domain_scores_codex":[0.9994792,0.00003814397,0.00006087838,0.000126218,0.0001079558,0.0001875522],"domain_scores_gemma":[0.9994912,0.000255728,0.00004242516,0.000105265,0.00006033917,0.00004507318],"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":[0.00001424464,0.00002195873,0.0007461994,2.062252e-7,0.00001711354,0.000002099279,0.00001015761,1.184298e-7,0.001241192,0.0001051624,0.9812234,0.01661812],"study_design_scores_gemma":[0.00006889363,0.00005530911,0.09324104,0.000004105465,0.000002942224,0.000004160395,0.000166044,0.00001405629,0.0002366529,0.0009146421,0.905237,0.00005520495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0118304,0.00006657845,8.045603e-7,0.00881345,0.00017015,0.0003145208,0.00005653199,0.0000212675,0.9787263],"genre_scores_gemma":[0.2061312,0.0002632462,0.00001888079,0.00005814651,0.0001745546,0.0001104735,0.00001086526,1.427951e-7,0.7932324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1943008,"threshold_uncertainty_score":0.996114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0582037662068751,"score_gpt":0.3017613956366972,"score_spread":0.2435576294298221,"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."}}