{"id":"W4250840308","doi":"10.11114/jets.v7i1.3920","title":"Reviewer Acknowledgements","year":2018,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Technical university; University education; Editorial board; Higher education; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174478,0.00003677226,0.0001175407,0.00005369374,0.000293131,0.00002382519,0.00006296449,0.00001515391,0.0002290368],"category_scores_gemma":[0.005138844,0.0000304845,0.00002105101,0.00006127559,0.0002437721,0.000130276,0.00001179134,0.00004300431,0.00004395608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007221707,"about_ca_system_score_gemma":0.0004622295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001314345,"about_ca_topic_score_gemma":0.00002174745,"domain_scores_codex":[0.9995348,0.00005531084,0.0001937926,0.00004560907,0.00008982265,0.00008063771],"domain_scores_gemma":[0.99716,0.00009154493,0.0001815196,0.00002671571,0.002495781,0.00004440807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001718268,0.00003733439,0.009572451,0.00001112794,0.0001158582,1.01496e-7,0.3723293,9.469114e-9,0.000001432987,0.001457576,0.3588342,0.2576389],"study_design_scores_gemma":[0.00009271454,0.00002848195,0.01068956,0.0001100558,0.00001812897,4.889052e-7,0.190907,5.284922e-8,0.000003939343,0.002789245,0.7953214,0.00003889251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7710394,0.02187933,0.00003452958,0.008241417,0.05682695,0.0001589087,3.229246e-7,0.00001653198,0.1418027],"genre_scores_gemma":[0.9443011,0.01186728,0.008174287,0.002139541,0.01263387,0.000007731968,2.301031e-7,0.000008434108,0.02086748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364872,"threshold_uncertainty_score":0.6152048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299790683046809,"score_gpt":0.44952538033921,"score_spread":0.3195463120345292,"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."}}