{"id":"W6960887710","doi":"10.14288/1.0178492","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"African Botany and Ecology 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":[0.0001497159,0.00004859751,0.00006898333,9.359073e-7,0.03516245,0.001837604,0.0006543855,0.00002760154,0.0004749939],"category_scores_gemma":[0.0001301116,0.00001325922,0.00003159617,0.0001019179,0.0001739931,0.0001275548,0.0003558424,0.0000563779,0.00004390826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391409,"about_ca_system_score_gemma":0.000008108712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221561,"about_ca_topic_score_gemma":0.08737777,"domain_scores_codex":[0.9996038,0.00002542805,0.00006430246,0.0001176489,0.00004118893,0.0001476124],"domain_scores_gemma":[0.9996148,0.0001718811,0.00005850352,0.00008729622,0.00003827449,0.00002928916],"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":[0.00001908281,0.00003795155,0.007733499,1.27341e-7,0.0000343073,0.000001572946,0.00003547753,2.796316e-7,0.0003796371,0.0002656625,0.9799609,0.01153146],"study_design_scores_gemma":[0.00006781558,0.0000711112,0.2014574,0.000001454175,0.000006885675,0.000002898366,0.0006134005,0.000007775345,0.00004402094,0.001592564,0.7960761,0.00005857949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05666846,0.0000535828,0.000001308191,0.0116679,0.0004238974,0.0002612896,0.0000186156,0.00002333472,0.9308816],"genre_scores_gemma":[0.4810244,0.00005047942,0.00001458902,0.0001067473,0.0001123044,0.00007421459,6.636787e-7,2.438277e-7,0.5186163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.424356,"threshold_uncertainty_score":0.9991986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732818509938784,"score_gpt":0.2566443821610344,"score_spread":0.2193161970616466,"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."}}