{"id":"W150418376","doi":"10.29173/slw6852","title":"Comparison of Private and Public School Library Services in Kuwait: A Case Study","year":2013,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Private school; Business; Resource (disambiguation); Public relations; Psychology; Political science; Mathematics education; Computer 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00177017,0.000319175,0.0004252963,0.003938764,0.00777056,0.003468117,0.001003459,0.001142042,0.005826303],"category_scores_gemma":[0.004966541,0.0004984339,0.0003878156,0.008131317,0.002747098,0.002629667,0.003170141,0.0008761658,0.0004342514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229904,"about_ca_system_score_gemma":0.00683943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2826295,"about_ca_topic_score_gemma":0.4432416,"domain_scores_codex":[0.9965954,0.001504357,0.0002135672,0.0001588314,0.0004188103,0.001108926],"domain_scores_gemma":[0.995068,0.002282206,0.0009289742,0.0002675897,0.0008004982,0.0006528204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001076074,0.002876824,0.3589922,0.0009290797,0.0001561227,0.01990511,0.533912,0.002032776,0.003066685,0.01266431,0.002422261,0.06196655],"study_design_scores_gemma":[0.00002874702,0.0003397701,0.2558968,0.0001491044,0.00005956118,0.001546186,0.7331786,0.0007732472,0.0005847256,0.0002498903,0.007159717,0.00003372053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958904,0.00009695797,0.00005076168,0.0001137802,0.000002278296,0.00003718351,0.0000687811,0.00000309829,0.00373676],"genre_scores_gemma":[0.998535,0.0001322004,0.000119139,0.00003838513,0.000002841592,0.00003583789,0.00005081001,0.000003561328,0.001082086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2826295,"threshold_uncertainty_score":0.5619689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283667099923109,"score_gpt":0.3000130318907752,"score_spread":0.2771763608915441,"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."}}