{"id":"W2227854510","doi":"10.21810/sfuer.v1i.332","title":"Living Pedagogy of Embodied Voice","year":2007,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Narrative; Aesthetics; Expression (computer science); Sociology; Communication; Linguistics; Art; Computer science; Epistemology; Philosophy","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":[0.0007305702,0.00009160944,0.0001835064,0.00007313496,0.0001077346,0.00002513577,0.0001294533,0.00001865973,0.01000122],"category_scores_gemma":[0.0004748954,0.00007858467,0.0000796084,0.00005585645,0.00008548339,0.0001845668,0.00001401072,0.00007512002,0.0004905313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003968239,"about_ca_system_score_gemma":0.0003968317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629248,"about_ca_topic_score_gemma":0.0002207909,"domain_scores_codex":[0.9990735,0.000038781,0.0003959047,0.0001341212,0.0001940585,0.0001636106],"domain_scores_gemma":[0.9987095,0.0005353102,0.0001757718,0.0001818269,0.000323587,0.00007401512],"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":[0.000005214853,0.0005701859,0.003501391,0.005774455,0.00004772098,3.368515e-7,0.3457696,1.535674e-7,0.000007111759,0.4491747,0.1336349,0.06151418],"study_design_scores_gemma":[0.00003682915,0.00002083005,0.009214685,0.002473072,0.00005778583,0.000004073678,0.01019369,6.76831e-7,0.000008115667,0.003469005,0.97439,0.0001311886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1630221,0.379862,0.00005371372,0.0164027,0.01122707,0.000932649,0.00003809082,0.00006641916,0.4283952],"genre_scores_gemma":[0.943211,0.01543734,0.0004910974,0.004584725,0.005585731,0.00005415538,0.0001348138,0.00002342289,0.0304777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8407551,"threshold_uncertainty_score":0.9909038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04628080190158904,"score_gpt":0.3602452317273857,"score_spread":0.3139644298257966,"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."}}