{"id":"W276584897","doi":"10.29173/slw6969","title":"Science-Related Topics in School Library Media Periodicals: An Analysis of Electronic Citation Content from 1998-2004","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Curriculum; Collection development; Library science; Citation; Content analysis; Mathematics education; Computer science; Sociology; Pedagogy; Psychology; Social 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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00232034,0.0002456377,0.0004297868,0.04000638,0.0007816681,0.002833462,0.0006765872,0.0004651514,0.002138984],"category_scores_gemma":[0.01920908,0.0001721581,0.0004668879,0.06150756,0.0003635641,0.002189448,0.001133426,0.0004621401,0.00096034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025631,"about_ca_system_score_gemma":0.001946055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609192,"about_ca_topic_score_gemma":0.05337682,"domain_scores_codex":[0.9978388,0.0002117176,0.0005703902,0.0001986992,0.001005774,0.0001747469],"domain_scores_gemma":[0.9696754,0.008123325,0.01117267,0.0007031831,0.009308367,0.001017007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569331,0.0001005594,0.9323035,0.0003546373,0.0001264393,0.0001420988,0.002296715,0.0001751952,0.0004912203,0.0003895696,0.003408844,0.06005423],"study_design_scores_gemma":[0.000003204788,0.00002998152,0.9914962,0.00007116879,0.00006680068,0.000132321,0.001154886,0.0002150303,0.0003335807,0.00005497196,0.006433239,0.000008589202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757481,0.003566038,0.0001533614,0.0003467824,0.0000517328,0.00003862356,0.01522489,0.00006172262,0.004808748],"genre_scores_gemma":[0.9707413,0.003382531,0.0006812313,0.0001293233,0.0001519809,0.00007556694,0.02124592,0.00004745809,0.003544695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9599936,"threshold_uncertainty_score":0.05188012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635579726832491,"score_gpt":0.2247500668105274,"score_spread":0.2083942695422025,"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."}}