{"id":"W4401117157","doi":"10.5206/elip.v6i1.16744","title":"WARCreate","year":2024,"lang":"en","type":"article","venue":"Emerging Library & Information Perspectives","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Usability; Password; Web page; Digital library; Web service; Web development; Human–computer interaction; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0001112184,0.0001017661,0.00008596647,0.0004109866,0.0001254941,0.0011828,0.0004796874,0.00002640402,0.000276633],"category_scores_gemma":[0.00002186485,0.00008787704,0.00008546626,0.0009005934,0.00002681695,0.02044493,0.0001898108,0.0001154813,0.0007577071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001706332,"about_ca_system_score_gemma":0.00006896688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009939102,"about_ca_topic_score_gemma":7.720268e-8,"domain_scores_codex":[0.9992565,0.00002052912,0.0001929748,0.0001746869,0.000193497,0.0001618303],"domain_scores_gemma":[0.9995483,0.00002988952,0.0000334988,0.0003083262,0.00002245769,0.00005752259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000343508,0.00001461496,0.0001662103,0.0000384435,0.0001019305,0.00001027137,0.04911166,0.0003408236,0.0000287448,0.8161231,0.06125955,0.07280123],"study_design_scores_gemma":[0.0001300031,0.00004071181,0.001175944,0.0001046778,0.00001812898,0.00002416712,0.007944059,0.3834147,0.0008282727,0.006382781,0.599562,0.0003745327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01979071,0.004186071,0.6393092,0.03627036,0.001105463,0.0001662115,0.00006246428,0.006066775,0.2930427],"genre_scores_gemma":[0.9716226,0.000219474,0.02528653,0.0004339486,0.0001726996,0.00001103621,0.00007878392,0.000009853103,0.002165069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9518319,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004597960864546841,"score_gpt":0.2160375457188399,"score_spread":0.211439584854293,"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."}}