{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000920004,0.0001495465,0.0001718261,0.00008119417,0.001097999,0.000454397,0.002372138,0.0000202402,0.000009530936],"category_scores_gemma":[0.0000241197,0.0001451478,0.00003132299,0.0002812496,0.00003079019,0.001132764,0.002062517,0.0001600621,0.000003689917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001769985,"about_ca_system_score_gemma":0.00005319296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002870203,"about_ca_topic_score_gemma":0.00001321818,"domain_scores_codex":[0.9985467,0.00007194289,0.0003891253,0.0004185731,0.000267498,0.0003062029],"domain_scores_gemma":[0.9982759,0.0003046939,0.0003053331,0.001006482,0.00003917482,0.00006843867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000826578,0.0002677857,0.004294762,0.003818441,0.0001648208,0.00001478218,0.09367701,0.04213928,0.000265717,0.0858723,0.03265055,0.7367519],"study_design_scores_gemma":[0.0002260263,0.00003109366,0.0009461495,0.00006213596,0.000009243072,0.00003592347,0.00069433,0.9486618,0.000009106458,0.007166919,0.04196565,0.0001916436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03966042,0.0002046842,0.9564911,0.0003095012,0.0003481481,0.0002217434,0.0001197002,0.0002107561,0.002433988],"genre_scores_gemma":[0.7774767,0.00006054907,0.2173074,0.002433915,0.0004410959,0.00008846424,0.001420195,0.00003234041,0.0007393158],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9065225,"threshold_uncertainty_score":0.8445034,"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."}}