{"id":"W7103362761","doi":"","title":"It's Not About You","year":2016,"lang":"","type":"article","venue":"Digital Commons - Otterbein (Otterbein University)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manger; Service (business); Head (geology); Customer service; Division (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002967392,0.0007828499,0.0007581761,0.0007841144,0.009109388,0.01105292,0.001060769,0.004476433,0.1127168],"category_scores_gemma":[0.01799667,0.0002825417,0.0008088378,0.0007083484,0.003886708,0.009619987,0.00492725,0.01194194,0.07086857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787791,"about_ca_system_score_gemma":0.004527596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233964,"about_ca_topic_score_gemma":0.01254654,"domain_scores_codex":[0.9951968,0.001309198,0.0001334782,0.0005136043,0.001859154,0.0009877726],"domain_scores_gemma":[0.9880381,0.0007330912,0.0005586336,0.0005747446,0.005360485,0.004735071],"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":[0.00002437817,0.00004855383,0.001067415,0.0001052307,0.00001617701,0.0002245597,0.00239927,0.00001746185,0.0002112807,0.005397392,0.9581278,0.03236055],"study_design_scores_gemma":[0.000006409405,0.00002763773,0.0005426307,0.0002321667,0.00001130347,0.0004250358,0.005672565,0.00001837037,0.00009877263,0.001678104,0.9912642,0.00002282463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00600179,0.009137421,0.001504576,0.611903,0.08873037,0.00007901496,0.0004343858,0.0008536871,0.2813557],"genre_scores_gemma":[0.04803736,0.006680027,0.001266505,0.363165,0.0094349,0.0000871622,0.0004092106,0.00066701,0.5702528],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1127168,"threshold_uncertainty_score":0.3770753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04719230820935839,"score_gpt":0.2832134539453354,"score_spread":0.236021145735977,"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."}}