{"id":"W3013727910","doi":"10.4018/978-1-7998-2943-0.ch001","title":"Innovation, Critical Pedagogy, and Appreciative Feedback","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Dialogic; Scope (computer science); Dyad; Power (physics); Pedagogy; Process (computing); Critical pedagogy; Appreciative inquiry; Through-the-lens metering; Psychology; Sociology; Engineering; Computer science; Lens (geology); Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004281094,0.0008270465,0.0004284194,0.001954411,0.00224423,0.007138343,0.000979348,0.001913585,0.005773222],"category_scores_gemma":[0.01044274,0.0002420031,0.0003135896,0.001546404,0.01634843,0.007555854,0.003816102,0.004510717,0.0009985232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762377,"about_ca_system_score_gemma":0.006212817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478909,"about_ca_topic_score_gemma":0.001682026,"domain_scores_codex":[0.9949927,0.002744407,0.0001526479,0.0002931342,0.001572181,0.0002449826],"domain_scores_gemma":[0.9906094,0.007272436,0.0004864714,0.0003607833,0.0007496707,0.0005212142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001891138,0.00005916632,0.0001868814,0.0004795888,0.000003847642,0.0001159367,0.02142479,0.000284827,0.0003703235,0.8395289,0.02144985,0.1160771],"study_design_scores_gemma":[0.00001628259,0.00008196064,0.0004323578,0.001295431,0.000005514614,0.0004697874,0.007531057,0.0004268205,0.0006046278,0.4620758,0.5270362,0.00002397359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009962394,0.0702809,0.06024683,0.03016169,0.004106448,0.0004136459,0.00004375695,0.000302585,0.8244817],"genre_scores_gemma":[0.4245704,0.09836841,0.07746644,0.01335314,0.005008101,0.001900502,0.0001344246,0.0003779878,0.3788207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007138343,"threshold_uncertainty_score":0.03455365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357742160523497,"score_gpt":0.4046063351145801,"score_spread":0.3610289135093451,"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."}}