{"id":"W2126273042","doi":"","title":"Human Orientation: The Demand of In-Service Teacher Education","year":2015,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Teacher education; Service (business); Orientation (vector space); Value (mathematics); Psychology; Professional development; Service-orientation; Human services; Pedagogy; Business; Political science; Computer science; Marketing; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001071453,0.0001039759,0.0001529215,0.0003787711,0.001538602,0.00321572,0.00028589,0.0008146173,0.008720374],"category_scores_gemma":[0.002757154,0.000106512,0.0001446933,0.0006251524,0.001827071,0.001206925,0.00127848,0.001509695,0.000953942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002650351,"about_ca_system_score_gemma":0.003815469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008221808,"about_ca_topic_score_gemma":0.009851005,"domain_scores_codex":[0.998483,0.0005181925,0.00004955186,0.0001207947,0.0004756255,0.0003529351],"domain_scores_gemma":[0.9957715,0.0008392015,0.0004691646,0.0001211193,0.0008770542,0.001921985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005401072,0.0009018478,0.2181755,0.0006207673,0.00005405516,0.004456957,0.2691663,0.000470925,0.008543194,0.2659567,0.05156352,0.1795501],"study_design_scores_gemma":[0.0000456263,0.0002643867,0.2561374,0.0004148176,0.00002657232,0.002820874,0.3253777,0.001109919,0.001655075,0.03412266,0.3779331,0.00009198861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7852432,0.000716597,0.001743535,0.03314291,0.0002441761,0.00003461172,0.000216354,0.00004911049,0.1786095],"genre_scores_gemma":[0.9910589,0.0002964573,0.0002197427,0.001304891,0.00005780805,0.00001308411,0.00005613035,0.00001613087,0.006976791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008720374,"threshold_uncertainty_score":0.02917254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07582448055801443,"score_gpt":0.4382008875364985,"score_spread":0.3623764069784841,"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."}}