{"id":"W2998831398","doi":"10.14738/abr.710.7308","title":"Approach, Instructor Training and Educating","year":2019,"lang":"en","type":"article","venue":"Archives of Business Research","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Administration (probate law); Boss; Training (meteorology); China; Work (physics); Government (linguistics); Position (finance); Psychology; Medical education; Public relations; Political science; Pedagogy; Sociology; Law; Medicine; Business; Social psychology; Engineering; Philosophy; Finance","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":[0.0009830309,0.00005763576,0.0001490724,0.0002657422,0.0003187576,0.00005558901,0.0002447897,0.0000364201,0.00007670241],"category_scores_gemma":[0.0007698689,0.0000532246,0.00002323833,0.0006070777,0.0006297728,0.0001790641,0.0001346881,0.0002905348,0.000009249761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009036705,"about_ca_system_score_gemma":0.0007596482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007898831,"about_ca_topic_score_gemma":0.00006199587,"domain_scores_codex":[0.9984787,0.0003419646,0.0001336239,0.0002097422,0.0004503831,0.0003856315],"domain_scores_gemma":[0.9988753,0.0007306263,0.00004528962,0.0001383822,0.0001228093,0.00008761366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002510924,0.00007423356,0.03868628,0.0002029756,0.00001523725,0.000001027831,0.07148654,0.00003933335,0.003662312,0.03012169,0.00002598214,0.8556593],"study_design_scores_gemma":[0.001240103,0.0001640415,0.3457168,0.0005412616,0.00001143108,0.00001014287,0.4715154,0.002455297,0.0003614884,0.01836648,0.159118,0.0004995539],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976435,0.0001217297,0.00006607453,0.000800978,0.00005989115,0.0001579943,0.000001212869,0.00001510173,0.2011335],"genre_scores_gemma":[0.9811052,0.0001693274,0.01647387,0.00000643097,0.0002135012,0.000005723702,0.000003889843,0.000009967922,0.002012078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8551598,"threshold_uncertainty_score":0.2451658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09156575097278222,"score_gpt":0.3950914763913879,"score_spread":0.3035257254186057,"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."}}