{"id":"W6936713185","doi":"10.58079/v9we","title":"CfP Archives Unleashed: Web Archive Hackathon","year":2015,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Quality (philosophy); Focus (optics); Semantic Web; Public access","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002269203,0.0002888015,0.0002559399,0.0002373428,0.0001095161,0.0001221694,0.0003157161,0.0001325842,0.0006543747],"category_scores_gemma":[0.00009646353,0.000288106,0.00009099814,0.0003276384,0.0001291204,0.00287052,0.00006642355,0.0003197115,0.001759593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033009,"about_ca_system_score_gemma":0.0001090735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009648248,"about_ca_topic_score_gemma":0.00008448613,"domain_scores_codex":[0.9984039,0.00005651117,0.0003689532,0.0003333862,0.0004154705,0.0004217563],"domain_scores_gemma":[0.9988958,0.0001033678,0.0000507442,0.0003560841,0.00006621316,0.0005278075],"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":[0.0001692482,0.0007169915,0.0002955002,0.0009921986,0.0003181018,0.0001017044,0.001889132,0.02676408,0.02318919,0.1366273,0.7473878,0.06154872],"study_design_scores_gemma":[0.00218764,0.0002605052,0.01551067,0.0003838831,0.0000786273,0.0001215003,0.0004989576,0.04491468,0.005989154,0.0166227,0.9122114,0.001220248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1174429,0.004755076,0.248094,0.06056341,0.03701089,0.002678601,0.001867518,0.006965618,0.520622],"genre_scores_gemma":[0.978431,0.0003923378,0.01040043,0.003609223,0.002261004,0.0004056528,0.0025029,0.0001104544,0.001886955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8609882,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495225065872094,"score_gpt":0.2153487498408435,"score_spread":0.2003964991821226,"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."}}