{"id":"W4235524251","doi":"10.11114/jets.v7i2.4009","title":"Reviewer Acknowledgements","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technical university; Library science; University education; Sociology; Higher education; Political science; Law","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":[0.0008257037,0.00003169603,0.00009699243,0.00005616766,0.0001251684,0.00001282568,0.00003874302,0.00001573292,0.0001447003],"category_scores_gemma":[0.002515542,0.00002367698,0.00001934917,0.00007392461,0.0000340127,0.0001646461,0.000009295643,0.00005701657,0.00002174077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003736933,"about_ca_system_score_gemma":0.0003821676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001078399,"about_ca_topic_score_gemma":0.000005914761,"domain_scores_codex":[0.9995588,0.00006107135,0.000149801,0.00003837474,0.0001343347,0.00005761834],"domain_scores_gemma":[0.9979997,0.00007182004,0.0001479975,0.0000191882,0.001731428,0.00002987938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005219305,0.00009234586,0.09902555,0.0000487475,0.0001104949,1.181521e-7,0.3421644,1.249448e-7,0.00002154997,0.005286021,0.1530347,0.4002107],"study_design_scores_gemma":[0.0001530916,0.00002175782,0.1152949,0.000324284,0.00001312152,3.037952e-7,0.1527132,7.142555e-8,0.000004139929,0.001854283,0.7295786,0.00004225209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411168,0.01037699,0.000009874866,0.00393356,0.01791333,0.0001156765,9.003973e-8,0.000006362434,0.02652737],"genre_scores_gemma":[0.9655193,0.003399129,0.0008571529,0.0003759642,0.00102835,0.000002140059,3.506462e-7,0.000002548911,0.02881505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765439,"threshold_uncertainty_score":0.3011521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306757765671576,"score_gpt":0.4442807509923514,"score_spread":0.3136049744251937,"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."}}