{"id":"W4390196574","doi":"10.5430/ijhe.v12n6p156","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 12, No. 6, 2023","year":2023,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Psychology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001011946,0.0002383805,0.000348654,0.001111362,0.00007182515,0.0001454978,0.00117744,0.0001648053,0.009147021],"category_scores_gemma":[0.003701115,0.0002178522,0.0003720288,0.0003285501,0.0000585562,0.0006588658,0.00006945235,0.0003355559,0.001294104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644869,"about_ca_system_score_gemma":0.0009134439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001614606,"about_ca_topic_score_gemma":0.000003457512,"domain_scores_codex":[0.9968092,0.0001604583,0.001489921,0.000259077,0.001021428,0.0002598526],"domain_scores_gemma":[0.9415394,0.0002507,0.001847657,0.0002332203,0.05596455,0.0001644397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002607401,0.00168414,0.006141028,0.00002555044,0.0007504855,0.000003859581,0.0005867583,0.00001524372,0.0002367208,0.001663432,0.9489043,0.03972775],"study_design_scores_gemma":[0.001485467,0.0001649666,0.2155644,0.0003002267,0.00009941153,0.00001834127,0.0001750926,0.000002896175,0.00007626317,0.002548171,0.7794132,0.0001515845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.07655731,0.004472046,0.0005135718,0.01087078,0.8935948,0.0006656831,0.00005805893,0.00004970808,0.01321805],"genre_scores_gemma":[0.2740407,0.001196386,0.003013701,0.004226631,0.1505919,0.0001530106,0.0005373957,0.0001350614,0.5661052],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.743003,"threshold_uncertainty_score":0.9994835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376333510636337,"score_gpt":0.402707667519613,"score_spread":0.3650743164559793,"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."}}