{"id":"W4322488291","doi":"10.5539/hes.v13n1p60","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 13, No. 1","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; Psychology; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07895601,0.004063457,0.01094276,0.01151017,0.007025577,0.01322901,0.008065753,0.02339654,0.08942885],"category_scores_gemma":[0.6012064,0.002554315,0.006310698,0.007162203,0.004587593,0.009775352,0.005819529,0.01440302,0.04269446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009247511,"about_ca_system_score_gemma":0.01937637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563372,"about_ca_topic_score_gemma":0.009090563,"domain_scores_codex":[0.8999121,0.02346021,0.02987407,0.005480804,0.03788915,0.003383661],"domain_scores_gemma":[0.1757358,0.06011184,0.02516487,0.01038295,0.7203245,0.008280055],"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":[0.00003655563,0.00000528188,0.0000865429,0.001766667,0.00001968447,0.00005403973,0.00009887714,0.000009639685,0.00003264222,0.0001347292,0.9930373,0.004718042],"study_design_scores_gemma":[0.0004284841,0.00005277128,0.00115095,0.01454924,0.0002043388,0.0007619322,0.0008590433,0.0002461837,0.0002749918,0.001473454,0.9798087,0.0001897936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001962478,0.006703411,0.001101355,0.2294341,0.7546872,0.001935359,0.001406848,0.0006097399,0.003925736],"genre_scores_gemma":[0.006496712,0.01584446,0.004781434,0.3438162,0.5519055,0.01370607,0.002048518,0.001766843,0.05963433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08942885,"threshold_uncertainty_score":0.4175643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565219367228797,"score_gpt":0.4608634346210657,"score_spread":0.304341497898186,"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."}}