{"id":"W4253321030","doi":"10.5539/hes.v7n1p125","title":"Reviewer Acknowledgements for Higher Education Studies, Vol. 7, No. 1","year":2017,"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; Medical education; Pedagogy; Political science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.07565829,0.003950817,0.01048575,0.01102864,0.006561859,0.01348244,0.008239705,0.02588793,0.07965599],"category_scores_gemma":[0.6107714,0.002514032,0.007097346,0.006865582,0.004779768,0.01110347,0.006440766,0.01603687,0.0425487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009721156,"about_ca_system_score_gemma":0.02014943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654886,"about_ca_topic_score_gemma":0.008913199,"domain_scores_codex":[0.8988377,0.02313823,0.03158053,0.005238525,0.03742151,0.003783556],"domain_scores_gemma":[0.1709166,0.05769043,0.02695582,0.01071663,0.7251544,0.008566027],"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":[0.0000392212,0.000005358518,0.0000984881,0.002091209,0.00002192151,0.00006200558,0.0001119154,0.00001046028,0.00003370301,0.0001662766,0.9924817,0.004877812],"study_design_scores_gemma":[0.000449786,0.00005177353,0.001058157,0.01881871,0.0002168739,0.0008378107,0.001044933,0.0002331417,0.0002815594,0.001702554,0.9751102,0.0001946026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001922597,0.007130342,0.001043074,0.2520111,0.7321517,0.001811402,0.001363861,0.0005430217,0.003753286],"genre_scores_gemma":[0.006161505,0.01496359,0.004046789,0.3675738,0.5450593,0.01218285,0.001812198,0.001601551,0.04659848],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07965599,"threshold_uncertainty_score":0.4001241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691893992466322,"score_gpt":0.4754309386239152,"score_spread":0.306241539377283,"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."}}