{"id":"W3210786751","doi":"10.1007/s00799-021-00314-x","title":"Correspondence as the primary measure of information quality for web archives: a human-centered grounded theory study","year":2021,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"World Wide Web; Computer science; Quality (philosophy); Web development; Grounded theory; The Internet; Field (mathematics); Relevance (law); Web standards; Sociology; Qualitative research; Political science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005185673,0.0001112405,0.0001701104,0.0001700941,0.0001751845,0.002722311,0.001492221,0.00002274833,0.00002225747],"category_scores_gemma":[0.0008370125,0.00007681866,0.0001786483,0.0001759823,0.00009625501,0.004877408,0.0003569325,0.0001679777,0.00001358032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727028,"about_ca_system_score_gemma":0.0003773609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002019904,"about_ca_topic_score_gemma":0.000001557226,"domain_scores_codex":[0.99825,0.0001926291,0.000520236,0.0001513097,0.0007651558,0.0001206426],"domain_scores_gemma":[0.9980052,0.0009350393,0.0003989196,0.0003097454,0.0002961908,0.00005490754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007967317,0.000811028,0.004338584,0.00001584515,0.0007807082,0.00004904318,0.007656739,0.00007806229,0.0005238907,0.8650504,0.001255474,0.1186435],"study_design_scores_gemma":[0.007763891,0.002176464,0.1241335,0.000743958,0.0001233021,0.0006938967,0.02133165,0.003723646,0.004734811,0.76186,0.07172811,0.0009867463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5638287,0.0002032458,0.3877119,0.005137333,0.001467403,0.0003528507,0.0005107963,0.0001135158,0.04067422],"genre_scores_gemma":[0.997144,0.000005198635,0.001140354,0.0007881331,0.0001025278,0.000007603129,0.00008114711,0.000004568153,0.0007264137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333153,"threshold_uncertainty_score":0.998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373775472066888,"score_gpt":0.29931203503727,"score_spread":0.2619344878305812,"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."}}