{"id":"W3110208461","doi":"10.5281/zenodo.592193","title":"annotation/text-fabric: For tool registry","year":2022,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008744859,0.003854188,0.00179756,0.004054134,0.002076659,0.007550031,0.004514621,0.004015029,0.2606534],"category_scores_gemma":[0.0280538,0.002900641,0.002350928,0.002933985,0.00138911,0.01272752,0.0104949,0.007304164,0.2731244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291698,"about_ca_system_score_gemma":0.003024689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004579952,"about_ca_topic_score_gemma":0.004469869,"domain_scores_codex":[0.9935659,0.001025753,0.0009547208,0.001578086,0.001986823,0.0008886747],"domain_scores_gemma":[0.9801104,0.004200317,0.0007749965,0.00896162,0.004860734,0.001091987],"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":[0.0005579893,0.00008013714,0.001042857,0.0004732606,0.00004921429,0.0002087336,0.0005892778,0.0001785036,0.003305656,0.007390287,0.9411377,0.04498651],"study_design_scores_gemma":[0.0001441791,0.00004888956,0.001001359,0.0003296933,0.00003177724,0.0002410581,0.0002408766,0.003225418,0.01175561,0.008332627,0.974476,0.0001724274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.001071922,0.0001345865,0.0890935,0.001028493,0.00160896,0.0002979568,0.03773486,0.8521568,0.01687291],"genre_scores_gemma":[0.02303113,0.0002291956,0.06769488,0.002023174,0.0006272613,0.0009672908,0.1266757,0.712998,0.06575346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7393466,"threshold_uncertainty_score":0.8719725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950985343291763,"score_gpt":0.2493846815971937,"score_spread":0.229874828164276,"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."}}