{"id":"W2304291707","doi":"10.14288/1.0078352","title":"Development and validation of a basic library locational skills model for elementary school library, reading and social studies education","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); School library; Mathematics education; Computer science; Sociology; Pedagogy; Library science; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0086497,0.001024457,0.0007630967,0.003568964,0.001297176,0.003678633,0.002619123,0.001348996,0.004126554],"category_scores_gemma":[0.02911943,0.0007512494,0.001664103,0.001794763,0.002065153,0.003216038,0.002787101,0.001618292,0.0007404658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007418524,"about_ca_system_score_gemma":0.01102371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690747,"about_ca_topic_score_gemma":0.01805474,"domain_scores_codex":[0.9948229,0.002258157,0.0004300711,0.0006481685,0.001576998,0.0002637981],"domain_scores_gemma":[0.9679946,0.02184585,0.001578168,0.00183243,0.006119809,0.0006292192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008136462,0.006500924,0.3874804,0.001947064,0.0005189877,0.0009734453,0.03929012,0.1099619,0.008071403,0.07579807,0.004770224,0.3638738],"study_design_scores_gemma":[0.0005542748,0.003202825,0.2509408,0.002509577,0.0004884505,0.0005431676,0.03220008,0.6283645,0.009237451,0.0497231,0.0219149,0.0003209446],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8488094,0.000107858,0.11917,0.001000797,0.00004380636,0.004487037,0.0007071801,0.0003798668,0.02529405],"genre_scores_gemma":[0.8433826,0.000100328,0.1509952,0.00009055389,0.000006930455,0.003161534,0.0009012794,0.00003752437,0.001324019],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01690747,"threshold_uncertainty_score":0.05382544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342741477679013,"score_gpt":0.2303426797378628,"score_spread":0.2169152649610726,"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."}}