{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005409482,0.0001467193,0.0002563464,0.0007164089,0.0006647691,0.001233166,0.0001911685,0.0003973013,0.007326842],"category_scores_gemma":[0.002280736,0.0001778623,0.0003155503,0.0005976919,0.0004720962,0.0003755209,0.0004578795,0.0006934432,0.001207246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254098,"about_ca_system_score_gemma":0.0004098609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003792708,"about_ca_topic_score_gemma":0.005201763,"domain_scores_codex":[0.9993624,0.00007702716,0.00004063543,0.00006428677,0.0003030139,0.0001527088],"domain_scores_gemma":[0.9969792,0.000598809,0.001147913,0.0001207166,0.0005278401,0.000625472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004678981,0.0005015897,0.9765712,0.00005886975,0.00001771163,0.0002687257,0.005555241,0.00003082215,0.0006982357,0.0001750612,0.0006777063,0.015398],"study_design_scores_gemma":[0.000002299779,0.0001504895,0.9937153,0.00001880947,0.000008699481,0.0001293779,0.004909128,0.0000442054,0.0001248456,0.00007860641,0.0008137032,0.000004528692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962766,0.00008863533,0.00002737295,0.0001045483,0.000005416482,0.000008192843,0.00004994727,0.0000042873,0.003434912],"genre_scores_gemma":[0.9978308,0.0001167578,0.00004579861,0.00005424381,0.000006222006,0.000009266783,0.00006342235,0.000001389968,0.001872206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007326842,"threshold_uncertainty_score":0.02451074,"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."}}