{"id":"W6968650365","doi":"10.5281/zenodo.16883648","title":"Evie Magazine web archive collection derivatives","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Web page; Web site; The Internet; Web application","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004029197,0.0002010969,0.0001825506,0.0002854703,0.002255411,0.0003993244,0.00101337,0.0001044998,0.07943771],"category_scores_gemma":[0.0008812324,0.0001940071,0.00005826776,0.001324013,0.000271495,0.0002529813,0.001558396,0.0004362826,0.01112931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000474261,"about_ca_system_score_gemma":0.0000153455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006915028,"about_ca_topic_score_gemma":0.000008305994,"domain_scores_codex":[0.9982768,0.0001805368,0.0003150046,0.0004849512,0.0004405798,0.000302075],"domain_scores_gemma":[0.9989795,0.00003938058,0.0001754864,0.000526759,0.0001666991,0.0001121933],"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":[0.00001482194,0.0001487638,0.000001595591,0.00004850977,0.00002934413,0.000001749269,0.00007856829,0.00002377565,0.0004884116,0.0002911621,0.992883,0.005990303],"study_design_scores_gemma":[0.0001725379,0.0001113725,0.0007469819,0.00005184746,0.00001919833,0.00002134641,0.00005784851,0.000052696,0.00002594702,0.000314981,0.9982306,0.0001946298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001719385,0.00003026458,0.0003246621,0.001162411,0.000233836,0.0005478229,0.8351691,0.0002020587,0.1621579],"genre_scores_gemma":[0.0002220947,0.0004000893,0.0002952851,0.0003528347,0.000127552,2.486329e-7,0.9919089,0.0002568034,0.00643618],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1567398,"threshold_uncertainty_score":0.9990435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119164814871326,"score_gpt":0.2570782248836002,"score_spread":0.2358865767348869,"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."}}