{"id":"W4253575592","doi":"10.5539/jel.v4n4p178","title":"Reviewer Acknowledgements for Journal of Education and Learning, Vol. 4, No. 4","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Library science; Mathematics education; Sociology; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001687282,0.000105963,0.0001929258,0.000330777,0.0002715852,0.0001408622,0.0001123405,0.00004011304,0.000128805],"category_scores_gemma":[0.1128743,0.00008930774,0.00006367811,0.0002591487,0.00007792898,0.0006142296,0.00001947369,0.0005092784,0.00002990166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006750971,"about_ca_system_score_gemma":0.001187412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000100409,"about_ca_topic_score_gemma":3.142906e-7,"domain_scores_codex":[0.9984878,0.0004463386,0.0004837754,0.0001558614,0.0002962038,0.000130047],"domain_scores_gemma":[0.9843102,0.0002674633,0.001099169,0.0000562467,0.01401335,0.0002536037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001961415,0.001410372,0.02150566,0.0001838099,0.00001614529,6.058839e-7,0.007535192,0.0000503908,0.01708497,0.0001887386,0.4671783,0.4846497],"study_design_scores_gemma":[0.000619346,0.0009758594,0.006605177,0.0002451117,0.00005125448,0.00008843156,0.006031042,0.0001160301,0.001527133,0.0003347797,0.9832928,0.0001130325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260299,0.002634289,0.002493354,0.0006478355,0.06365714,0.0002976925,5.55268e-7,0.00001107901,0.004228167],"genre_scores_gemma":[0.9132071,0.001667627,0.001807141,0.002242063,0.008756943,0.00001579372,0.000002313881,0.00003004804,0.07227103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5161145,"threshold_uncertainty_score":0.8945984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174426193319068,"score_gpt":0.3477171678135482,"score_spread":0.2959729058803575,"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."}}