{"id":"W3104180694","doi":"10.5539/hes.v10n4p77","title":"Primary School Students' Attitudes towards Reading","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Educational Methods and Analysis","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Mathematics education; Entertainment; Psychology; Significant difference; Data collection; Medicine; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006120761,0.0001274997,0.0002586991,0.00007658968,0.00064643,0.0001419028,0.0003076492,0.00004826736,0.000739211],"category_scores_gemma":[0.0004126701,0.0001169301,0.00009410313,0.0006465307,0.0001805515,0.0002376852,0.00009592552,0.0001179354,0.0003417829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756826,"about_ca_system_score_gemma":0.0007057928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003926234,"about_ca_topic_score_gemma":0.00003219274,"domain_scores_codex":[0.9983546,0.000265906,0.0002503157,0.0003107246,0.0006012567,0.0002172024],"domain_scores_gemma":[0.9987876,0.0001980418,0.0001217309,0.0001461342,0.0005105095,0.0002359609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001212511,0.0004683637,0.8129473,0.0001247733,0.0005832903,4.583235e-7,0.02650505,0.000003654663,0.0003434695,0.06933878,0.08267202,0.007000666],"study_design_scores_gemma":[0.00006787664,0.00001074888,0.3240283,0.00003925134,0.00008702705,9.313197e-8,0.03426797,3.540646e-8,0.00001087881,0.002014085,0.6393134,0.0001603368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7918149,0.01396815,0.0001339974,0.1287227,0.003647034,0.0003217663,0.000005639083,0.0002211412,0.06116473],"genre_scores_gemma":[0.8989729,0.002816835,0.02123588,0.01262093,0.00454366,0.0001711502,0.00001770115,0.00002130862,0.05959965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5566414,"threshold_uncertainty_score":0.8093842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2173190148706013,"score_gpt":0.5227861799651086,"score_spread":0.3054671650945073,"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."}}