{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008079556,0.0008029956,0.000711137,0.0008528653,0.001764244,0.001382293,0.002586047,0.0005941914,0.003728007],"category_scores_gemma":[0.0006843007,0.0007619429,0.0006301701,0.00182514,0.002415708,0.007726174,0.0006160996,0.000697965,0.004599163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008977655,"about_ca_system_score_gemma":0.0009722586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000523856,"about_ca_topic_score_gemma":0.001592828,"domain_scores_codex":[0.9940727,0.0009377832,0.0007357295,0.001340988,0.001287003,0.001625815],"domain_scores_gemma":[0.9935881,0.003155865,0.0007110122,0.001137066,0.0004098759,0.0009980995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001977727,0.003695094,0.1097636,0.0003439799,0.002021749,0.001309114,0.06395402,0.000009495117,0.001435332,0.4164183,0.251406,0.1476654],"study_design_scores_gemma":[0.001262732,0.0002420985,0.00411502,0.0004832571,0.0002191809,0.00001393039,0.01602582,0.000003213566,0.0002868543,0.001188069,0.9749781,0.001181694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08199331,0.0001949797,0.0005282154,0.2752854,0.002138385,0.0005568151,0.0006985857,0.0002363691,0.6383679],"genre_scores_gemma":[0.8573221,0.0005098252,0.00007944525,0.004307986,0.0008964257,0.000003113233,0.00005109108,0.00006722543,0.1367628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7753288,"threshold_uncertainty_score":0.9996544,"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."}}