{"id":"W2130800646","doi":"10.18438/b88d1r","title":"The Appropriateness of Hierarchies","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03033992,0.0004942274,0.000887967,0.003191996,0.004412134,0.006919889,0.002663897,0.002454557,0.06051304],"category_scores_gemma":[0.2070469,0.0005129013,0.001009193,0.004701376,0.01077916,0.01070317,0.003976572,0.003311329,0.006214182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007231302,"about_ca_system_score_gemma":0.007518657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007534426,"about_ca_topic_score_gemma":0.009966617,"domain_scores_codex":[0.9487936,0.03004042,0.002989414,0.003796767,0.01264854,0.001731274],"domain_scores_gemma":[0.8069004,0.1245157,0.01143039,0.02130236,0.03053733,0.005313821],"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":[0.0001178286,0.00004012178,0.001800425,0.0007395568,0.00004560916,0.00006008214,0.001731464,0.0004938661,0.0001748821,0.9054443,0.02194224,0.06740952],"study_design_scores_gemma":[0.0001002657,0.0001013227,0.003803352,0.002099204,0.0001021042,0.0001898115,0.003712473,0.001944581,0.0007888586,0.8527169,0.1343976,0.00004353088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02453258,0.01134704,0.08208548,0.101847,0.004880894,0.0006107303,0.001592665,0.00040472,0.7726988],"genre_scores_gemma":[0.8872278,0.006569265,0.04674658,0.00784205,0.001356692,0.001091321,0.001006398,0.0003277147,0.04783221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06051304,"threshold_uncertainty_score":0.2024363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309066178937479,"score_gpt":0.3023373526663328,"score_spread":0.289246690876958,"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."}}