{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008956715,0.0005422005,0.0004182116,0.003149184,0.004838551,0.005160544,0.0005355033,0.001112771,0.189604],"category_scores_gemma":[0.002865387,0.000416154,0.0002092146,0.002276494,0.001508159,0.003046005,0.003396328,0.00161071,0.05250547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003072147,"about_ca_system_score_gemma":0.004304106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283984,"about_ca_topic_score_gemma":0.04589279,"domain_scores_codex":[0.9991139,0.00008671646,0.00003629817,0.0001583321,0.0004870078,0.000117721],"domain_scores_gemma":[0.9982997,0.0001575506,0.00009628095,0.0001889225,0.0006610491,0.0005965136],"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":[0.0000382822,0.00001526442,0.0003562688,0.0000893453,0.000002580031,0.0002091971,0.0006294026,0.00002419803,0.0003815894,0.01590914,0.91453,0.06781476],"study_design_scores_gemma":[6.911922e-7,0.000003000118,0.0003537998,0.00002104167,3.078223e-7,0.00003998933,0.00006801596,0.000003352157,0.00005344161,0.0002082972,0.9992459,0.00000226545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009357456,0.02102064,0.001203614,0.02133276,0.0619219,0.0001745583,0.002979205,0.001079373,0.8809304],"genre_scores_gemma":[0.01036724,0.003047604,0.0006145676,0.0005588137,0.002542863,0.00002335591,0.0003645209,0.0003437899,0.9821373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.810396,"threshold_uncertainty_score":0.6342884,"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."}}