{"id":"W4386167943","doi":"10.5430/ijhe.v12n4p94","title":"Reviewer Acknowledgements for International Journal of Higher Education, Vol. 12, No. 4, 2023","year":2023,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; 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":[0.001012858,0.0002383446,0.0003484741,0.00111067,0.00007200577,0.0001454611,0.001177043,0.0001649569,0.009090733],"category_scores_gemma":[0.003694025,0.0002178256,0.0003719757,0.0003279608,0.00005854621,0.0006586938,0.00006943354,0.000335801,0.001290572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640055,"about_ca_system_score_gemma":0.0009127159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603576,"about_ca_topic_score_gemma":0.000003441276,"domain_scores_codex":[0.9968086,0.000160512,0.001489215,0.0002590699,0.001022756,0.0002597873],"domain_scores_gemma":[0.9413701,0.00024896,0.001846566,0.00023306,0.05613689,0.0001643765],"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":[0.0002607665,0.001682544,0.006062228,0.00002554062,0.0007493334,0.000003899647,0.0005865177,0.00001570671,0.0002361447,0.001627556,0.948415,0.0403348],"study_design_scores_gemma":[0.001486291,0.0001649132,0.215749,0.0002996633,0.00009952542,0.00001851992,0.0001743242,0.000002913446,0.00007611382,0.002557896,0.7792192,0.0001516397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0759787,0.004479954,0.0005266595,0.01086025,0.8942789,0.0006653419,0.00005804043,0.0000497057,0.01310249],"genre_scores_gemma":[0.2770126,0.001209378,0.003023581,0.004229837,0.1506738,0.0001532532,0.000538122,0.0001352486,0.5630242],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7436051,"threshold_uncertainty_score":0.999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745485168886929,"score_gpt":0.4019401720478887,"score_spread":0.3644853203590194,"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."}}