{"id":"W2725554117","doi":"10.5195/dpj.2017.208","title":"Dialogic & Critical Pedagogies: An Interview with Ira Shor","year":2017,"lang":"en","type":"article","venue":"Dialogic Pedagogy A Journal for Studies of Dialogic Education","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ambrose University","funders":"John Templeton Foundation","keywords":"Dialogic; Critical pedagogy; Pedagogy; Literacy; Sociology; Critical theory; Democracy; Critical literacy; Psychology; Epistemology; Political science; Politics; Law; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003231571,0.0003729897,0.0008569355,0.0002052761,0.004746882,0.0005455682,0.001093709,0.0002603573,0.0004215585],"category_scores_gemma":[0.01605785,0.0002776278,0.0003120666,0.0001267974,0.00270271,0.001273027,0.0001518955,0.0004236528,0.00002728053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966682,"about_ca_system_score_gemma":0.001664341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004407328,"about_ca_topic_score_gemma":0.005854554,"domain_scores_codex":[0.9962754,0.00078111,0.0009764149,0.0005486321,0.0006214942,0.0007969553],"domain_scores_gemma":[0.9945123,0.001698314,0.0007267367,0.00064792,0.001966451,0.000448241],"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":[0.000568521,0.003096651,0.0124073,0.000517061,0.0004546848,0.00002584749,0.08058804,0.00002072226,0.0003682454,0.7670659,0.01719823,0.1176887],"study_design_scores_gemma":[0.001836152,0.003258412,0.02222612,0.0005215587,0.0006954951,0.000123758,0.1157012,0.000009625613,0.00007702747,0.4269848,0.4273153,0.001250622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137502,0.01912158,0.008519314,0.15831,0.02128455,0.003132783,0.0001960432,0.0003288344,0.07535667],"genre_scores_gemma":[0.9835425,0.00395454,0.004361806,0.001429058,0.00347142,0.0002723767,0.00004388524,0.00003141841,0.002893004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101171,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3493047767855719,"score_gpt":0.5743191045232061,"score_spread":0.2250143277376342,"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."}}