{"id":"W7002665972","doi":"","title":"Archivaria Awards","year":2013,"lang":"en","type":"article","venue":"Archivaria","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.007471364,0.001118808,0.001082729,0.003801972,0.008559657,0.01559148,0.002108361,0.004532158,0.2595554],"category_scores_gemma":[0.01809036,0.0005175893,0.0009386825,0.002214765,0.001762816,0.003102779,0.009975594,0.006698982,0.1460968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009665787,"about_ca_system_score_gemma":0.02227151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517947,"about_ca_topic_score_gemma":0.04702946,"domain_scores_codex":[0.9873495,0.0008331765,0.0003338233,0.0006131562,0.008469503,0.002400811],"domain_scores_gemma":[0.9758508,0.0005971195,0.0003451515,0.0009855536,0.01247962,0.009741807],"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":[0.00002211423,0.0000262853,0.0001400606,0.00004134659,0.000003052021,0.00008144705,0.0001195331,0.00001602127,0.00009364357,0.008912426,0.9693484,0.02119583],"study_design_scores_gemma":[0.000004505807,0.000007570256,0.0002349349,0.00003024639,0.000001603365,0.00007252792,0.0001380962,0.00001866353,0.00005486376,0.0005689145,0.998863,0.000005041637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003531924,0.006591802,0.001113394,0.08728056,0.09251166,0.0004163706,0.003076679,0.000941602,0.804536],"genre_scores_gemma":[0.006671685,0.002011313,0.0004928578,0.003488761,0.004350846,0.0001132045,0.001110629,0.000274608,0.981486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7404447,"threshold_uncertainty_score":0.8682992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022325586804229,"score_gpt":0.2751935024747808,"score_spread":0.1729609437943579,"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."}}