{"id":"W4402098368","doi":"10.5539/hes.v14n3p203","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 14, No. 3","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Psychology; Pedagogy; Medical education; Political science; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05958615,0.002922987,0.003904749,0.01069161,0.005737508,0.01484364,0.004957322,0.00752857,0.09553472],"category_scores_gemma":[0.4413673,0.001108725,0.003087115,0.006537503,0.002985331,0.008013814,0.004996001,0.009020808,0.06207546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006731477,"about_ca_system_score_gemma":0.0177697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755012,"about_ca_topic_score_gemma":0.002833807,"domain_scores_codex":[0.9233628,0.01971391,0.01316158,0.005095481,0.03631546,0.002350827],"domain_scores_gemma":[0.2630528,0.04193149,0.02027151,0.01409606,0.6426908,0.01795743],"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":[0.00001774637,0.000004747948,0.000120125,0.0003522232,0.00000944028,0.00003904723,0.000118434,0.00000800353,0.00003639401,0.0004011287,0.9881643,0.01072837],"study_design_scores_gemma":[0.00002599448,0.00001867543,0.0004209666,0.00151604,0.00002651653,0.0002784164,0.0004460755,0.00008773647,0.00008550754,0.001022699,0.9960352,0.00003634264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002182327,0.005758154,0.002368847,0.1308595,0.8504764,0.0009137937,0.0005513754,0.0006870721,0.008166585],"genre_scores_gemma":[0.01242437,0.01692662,0.009415605,0.1583093,0.6516995,0.005462889,0.002205593,0.00332053,0.1402356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9044653,"threshold_uncertainty_score":0.3195955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010325439418057,"score_gpt":0.4456271283537261,"score_spread":0.3445945844119204,"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."}}