{"id":"W3031026689","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Gangwish Library Mobile Guide: Mobile Library Databases","year":2012,"lang":"en","type":"article","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Mobile apps; World Wide Web; Database; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002144894,0.0003085603,0.0002861796,0.0003290411,0.0002476914,0.0008429321,0.002664853,0.0000940039,0.005468511],"category_scores_gemma":[0.000004319082,0.0002676811,0.0001695389,0.0008946367,0.00006398175,0.05037882,0.001934167,0.0003396291,0.0005188308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001696837,"about_ca_system_score_gemma":0.000230978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572716,"about_ca_topic_score_gemma":0.000001916759,"domain_scores_codex":[0.9977552,0.0002800882,0.0004045348,0.0004694866,0.0003599466,0.0007308028],"domain_scores_gemma":[0.9977729,0.000232013,0.0001915738,0.001086825,0.00002583654,0.0006908976],"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":[0.0000160635,0.000309693,0.0409028,0.00005543834,0.00005918777,0.0002017495,0.001339838,0.00002490407,0.00007303554,0.0311437,0.8851827,0.04069085],"study_design_scores_gemma":[0.0002877667,0.0001139726,0.005496807,0.00003697905,0.00001107901,0.0001179588,0.0004285036,0.0006242433,0.002023785,0.0005881996,0.9898813,0.0003894384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1539535,0.02282983,0.0240728,0.002911576,0.00376666,0.001131097,0.0003251141,0.004944558,0.7860649],"genre_scores_gemma":[0.2571741,0.002398235,0.399797,0.01445375,0.002968948,0.00002192078,0.0004894795,0.0001732939,0.3225233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4635416,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010194943272041,"score_gpt":0.2173169084547799,"score_spread":0.2072149590220595,"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."}}