{"id":"W4378715425","doi":"10.5539/hes.v13n2p147","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 13, No. 2","year":2023,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Mathematics education; Library science; Psychology; Pedagogy; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06685697,0.004322149,0.01056247,0.01050973,0.006363097,0.01305172,0.007782429,0.02398138,0.09254345],"category_scores_gemma":[0.5461923,0.002514984,0.006096617,0.006512027,0.004370114,0.009637993,0.005562271,0.01397582,0.04514341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007886379,"about_ca_system_score_gemma":0.01669896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006085864,"about_ca_topic_score_gemma":0.008250475,"domain_scores_codex":[0.91217,0.01951841,0.02539033,0.004772771,0.03504317,0.003105266],"domain_scores_gemma":[0.2028406,0.05128507,0.02227183,0.01019304,0.704687,0.008722543],"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":[0.0000367243,0.000005042577,0.00007501437,0.001438085,0.00001819967,0.00006000921,0.00008087637,0.000008424056,0.00003538049,0.0001165933,0.9940332,0.004092499],"study_design_scores_gemma":[0.0004713873,0.00005572791,0.001136263,0.01214518,0.000194948,0.0008676116,0.0008043717,0.0002734118,0.0003099367,0.001360218,0.9821915,0.0001894974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001935906,0.005860307,0.001122321,0.2001818,0.7847166,0.001800391,0.001246048,0.0006470424,0.004231863],"genre_scores_gemma":[0.006359082,0.01335448,0.00439953,0.3282288,0.5631608,0.01193092,0.001817428,0.001805223,0.06894376],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09254345,"threshold_uncertainty_score":0.3535777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516441709419829,"score_gpt":0.4601065942306931,"score_spread":0.3084624232887102,"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."}}