{"id":"W6923382020","doi":"10.14288/1.0178379","title":"The Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Health, Education, and Physical Culture","field":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001103868,0.0006750961,0.0005591932,0.002998071,0.005649439,0.007320331,0.0005692703,0.001686648,0.2306799],"category_scores_gemma":[0.004264872,0.0004197195,0.0002672486,0.001974803,0.001771808,0.003286608,0.003758531,0.002374303,0.07575633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003956598,"about_ca_system_score_gemma":0.005787911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439629,"about_ca_topic_score_gemma":0.04664317,"domain_scores_codex":[0.9987185,0.0001394734,0.00004829164,0.0002102217,0.0006937615,0.0001897243],"domain_scores_gemma":[0.9972746,0.000259604,0.0001062492,0.0001985209,0.001133908,0.001027101],"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":[0.00001854703,0.00001162243,0.0001788052,0.00004705976,0.000001824453,0.00008937522,0.0002876603,0.00001218789,0.0001023591,0.00963019,0.9563166,0.03330379],"study_design_scores_gemma":[8.37464e-7,0.000003396374,0.0002584688,0.0000302981,4.369021e-7,0.00003148209,0.00009124156,0.000003563167,0.00003671493,0.0002614532,0.9992793,0.000002778824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004513944,0.02399151,0.0007488728,0.03614749,0.1083673,0.0001082278,0.001493914,0.0007322056,0.8238965],"genre_scores_gemma":[0.006207754,0.003199187,0.0002400409,0.0009263156,0.004046483,0.00001888743,0.0001745327,0.0002167416,0.9849701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2306799,"threshold_uncertainty_score":0.7717013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256906841025426,"score_gpt":0.404012833820869,"score_spread":0.3514437654106147,"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."}}