{"id":"W4381802640","doi":"10.5430/ijhe.v12n3p126","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 12, No. 3, 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; Engineering ethics; Computer science; Engineering","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":[0.001011503,0.0002383349,0.0003485362,0.001111007,0.00007179216,0.000145276,0.001177093,0.0001647718,0.009029659],"category_scores_gemma":[0.003698452,0.0002178114,0.0003719598,0.000328446,0.00005854448,0.0006585941,0.00006943424,0.0003354022,0.001303865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004635453,"about_ca_system_score_gemma":0.0009108883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001617237,"about_ca_topic_score_gemma":0.000003475038,"domain_scores_codex":[0.9968102,0.0001604265,0.001489435,0.0002589946,0.001021176,0.0002597842],"domain_scores_gemma":[0.9415554,0.000250591,0.001847168,0.0002331204,0.05594926,0.0001644051],"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":[0.0002617976,0.001702861,0.00612256,0.00002544106,0.0007471977,0.000003858889,0.0005857067,0.00001522203,0.0002364266,0.001640176,0.9490507,0.03960808],"study_design_scores_gemma":[0.00150454,0.0001650026,0.2144534,0.0003005615,0.00009980427,0.00001836632,0.0001754206,0.000002924526,0.0000761248,0.002548441,0.7805036,0.0001517945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.07657993,0.004507298,0.0005181459,0.01090314,0.8937155,0.0006654274,0.00005814349,0.00004972244,0.01300269],"genre_scores_gemma":[0.2745445,0.001217515,0.003046903,0.004246139,0.1513223,0.000151631,0.0005452394,0.0001357918,0.5647899],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7423931,"threshold_uncertainty_score":0.9994738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765550603395363,"score_gpt":0.4027132493926898,"score_spread":0.3650577433587361,"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."}}