{"id":"W6960879201","doi":"10.14288/1.0348010","title":"Ladysmith Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ledger; Distributed ledger; Population; Publishing","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":[0.0009482648,0.0007171411,0.0005619587,0.002729613,0.002312685,0.004857673,0.000557703,0.001962859,0.3091291],"category_scores_gemma":[0.005309918,0.0003377694,0.0003090311,0.001459236,0.001095312,0.00245379,0.002543722,0.002491205,0.1656467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089565,"about_ca_system_score_gemma":0.003663447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00378315,"about_ca_topic_score_gemma":0.01090997,"domain_scores_codex":[0.9986493,0.0001407905,0.00006768213,0.0002712493,0.0007085073,0.0001625311],"domain_scores_gemma":[0.9971017,0.0003524536,0.0001568671,0.0002382851,0.001160581,0.0009900607],"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":[0.00002418796,0.00001393792,0.0002179403,0.00005686162,0.000002180176,0.0002159555,0.00008217573,0.000019,0.0001318738,0.006442677,0.9377152,0.05507796],"study_design_scores_gemma":[0.000001171237,0.000004445772,0.0001636672,0.00003432199,5.081569e-7,0.0001164887,0.00002479137,0.00000613873,0.00005805211,0.0003100514,0.9992774,0.000002970631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002863537,0.02946879,0.00124808,0.04540794,0.119809,0.0001275681,0.001694741,0.001256684,0.7981238],"genre_scores_gemma":[0.004023777,0.004681286,0.0003163527,0.001765084,0.006357878,0.00002167557,0.0002323228,0.0002629794,0.9823386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3091291,"threshold_uncertainty_score":0.9854435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250146273094345,"score_gpt":0.3298286444913102,"score_spread":0.2873271817603668,"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."}}