{"id":"W4241465167","doi":"10.29173/pandpr19825","title":"Pedagogical Recognition","year":2010,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Educational Challenges and Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Power (physics); Action (physics); Embodied cognition; Transformational leadership; Intentionality; Pedagogy; Social psychology; Epistemology; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003791514,0.00007110274,0.00006786956,0.00007693571,0.0001504609,0.00006323591,0.0003965268,0.00007924463,0.0002827648],"category_scores_gemma":[0.0006845719,0.00006886588,0.00001821556,0.0002516767,0.00005408307,0.001064813,0.0001056995,0.0004440044,0.0008684981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000145851,"about_ca_system_score_gemma":0.0001053213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014373,"about_ca_topic_score_gemma":0.000007109606,"domain_scores_codex":[0.9992477,0.00005811706,0.0001504154,0.0002559183,0.0001133198,0.0001744943],"domain_scores_gemma":[0.9987838,0.0004383665,0.0001049693,0.0003471886,0.0002745784,0.00005109894],"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":[0.00000390305,0.0001860428,0.00003544413,0.000001278609,0.0000124452,0.000002635848,0.001207267,4.606957e-7,0.001900293,0.9657826,0.0006291252,0.0302385],"study_design_scores_gemma":[0.0001973173,0.0001339122,0.002472116,0.000001467189,0.00001252893,0.0002391538,0.001139065,0.0001706626,0.000175425,0.1843144,0.8109599,0.0001839534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1942456,0.0002810878,0.08299188,0.2973233,0.003581215,0.0002361502,0.000004194484,0.0004100585,0.4209266],"genre_scores_gemma":[0.7944101,0.00009962005,0.197486,0.00656657,0.0006056449,0.00006188339,0.00001780125,0.000009029704,0.0007433893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8103308,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550330307424103,"score_gpt":0.3920361767961998,"score_spread":0.2370031460537895,"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."}}