{"id":"W2962730615","doi":"10.7202/1061922ar","title":"Mueller, Martin, and Bill Parod, project leads. WordHoard. App.","year":2018,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001791625,0.0007564029,0.0003157793,0.001656985,0.004808637,0.005421842,0.0009954879,0.002407338,0.1357292],"category_scores_gemma":[0.006355462,0.0006222299,0.000196766,0.002182897,0.0008375671,0.004751275,0.002852853,0.002678376,0.07075211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001841678,"about_ca_system_score_gemma":0.005117051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960009,"about_ca_topic_score_gemma":0.09309898,"domain_scores_codex":[0.9983597,0.0003678517,0.00006457743,0.000167115,0.0007628232,0.0002778327],"domain_scores_gemma":[0.9965816,0.0009198203,0.000152476,0.0001399691,0.001514968,0.0006912061],"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":[0.00002752817,0.00001176077,0.000256528,0.00008925681,0.000001125394,0.00004264716,0.0007032566,0.00001715878,0.0001025383,0.004064018,0.9570418,0.03764237],"study_design_scores_gemma":[0.00000505484,0.000007693573,0.0008535622,0.00008035311,0.000002721452,0.00002546055,0.001656609,0.00002683854,0.0001671628,0.001132778,0.9960362,0.000005502923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.006474461,0.03923629,0.003696149,0.2612942,0.009125661,0.0003985537,0.004562211,0.002544599,0.672668],"genre_scores_gemma":[0.01451233,0.01013341,0.00150076,0.008603248,0.0005714745,0.000347718,0.001214911,0.0008169196,0.9622992],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9945782,"threshold_uncertainty_score":0.4540595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677535534524025,"score_gpt":0.2520883221987285,"score_spread":0.2153129668534882,"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."}}