{"id":"W4321850071","doi":"10.5430/ijhe.v12n1p105","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 12, No. 1, 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":[0.001011617,0.0002383388,0.0003485781,0.00111116,0.00007181448,0.0001454109,0.001175424,0.0001647848,0.009121045],"category_scores_gemma":[0.003700768,0.0002178054,0.000371999,0.0003285385,0.00005855393,0.0006586156,0.00006944277,0.0003331247,0.001279232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637868,"about_ca_system_score_gemma":0.0009127451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597064,"about_ca_topic_score_gemma":0.000003488922,"domain_scores_codex":[0.9968098,0.0001604335,0.001489695,0.0002590099,0.001021233,0.0002597668],"domain_scores_gemma":[0.9415466,0.000250727,0.001847311,0.0002331521,0.05595779,0.0001643996],"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":[0.0002606451,0.001683519,0.006103509,0.0000255394,0.0007501753,0.000003856522,0.0005850795,0.00001519417,0.0002388565,0.001648903,0.9493569,0.03932789],"study_design_scores_gemma":[0.001487387,0.0001640085,0.2138766,0.0003007806,0.00009957208,0.00001837154,0.0001752604,0.000002897069,0.00007687406,0.002547473,0.781099,0.0001518155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.07605006,0.004482299,0.0005132758,0.01099208,0.8939157,0.0006658455,0.00005846787,0.00004973777,0.01327255],"genre_scores_gemma":[0.2688004,0.001215184,0.003019189,0.004239826,0.1510544,0.0001535281,0.0005395903,0.0001351938,0.5708427],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7428613,"threshold_uncertainty_score":0.9994984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754592587420012,"score_gpt":0.4023351681590439,"score_spread":0.3647892422848437,"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."}}