{"id":"W6942507407","doi":"10.14288/1.0178202","title":"The Daily Ledger","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Tools and Methods","field":"Social Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.003061623,0.0007524216,0.0006645559,0.004011577,0.006929976,0.01215744,0.0009166298,0.002155438,0.1771371],"category_scores_gemma":[0.0127291,0.000544483,0.0003738601,0.003596053,0.003086394,0.005372428,0.005305329,0.002966599,0.07716387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411074,"about_ca_system_score_gemma":0.010106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01590615,"about_ca_topic_score_gemma":0.04139951,"domain_scores_codex":[0.9963806,0.0006694702,0.0001486691,0.0005184925,0.001856774,0.000425939],"domain_scores_gemma":[0.9931595,0.001037393,0.0002366483,0.0007762766,0.002792383,0.001997671],"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":[0.00002744725,0.00001545944,0.0002489402,0.00006024192,0.000002631457,0.00006041908,0.0006588944,0.00001718874,0.00009857995,0.02321213,0.9290763,0.04652163],"study_design_scores_gemma":[0.000001333809,0.000003004602,0.0001993916,0.00004165473,5.588751e-7,0.00002277587,0.0001494648,0.000004605776,0.00003988898,0.0006704754,0.9988631,0.000003768716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004807784,0.01528607,0.002804483,0.04195216,0.07789349,0.0002237227,0.003292856,0.001369832,0.8523696],"genre_scores_gemma":[0.009529709,0.003329858,0.001221288,0.002052177,0.003602415,0.00008935658,0.0006739098,0.0006543302,0.9788468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9840938,"threshold_uncertainty_score":0.5925828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383652948384094,"score_gpt":0.4893952649464549,"score_spread":0.3510299701080455,"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."}}