{"id":"W2099088807","doi":"10.22329/jtl.v7i2.2899","title":"Mediating the Message of Action Research","year":2011,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Action (physics); Ideal (ethics); Context (archaeology); Action research; Composition (language); Computer science; Mathematics education; Psychology; Epistemology; Geography; Art; Archaeology; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0168517,0.00002156655,0.00005640707,0.00006710978,0.001242427,0.00003683885,0.0001012377,0.00002411153,0.00004302009],"category_scores_gemma":[0.006063221,0.00001376697,0.00002488584,0.00006682985,0.000116543,0.0002492055,0.00001547038,0.001408449,9.010321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603632,"about_ca_system_score_gemma":0.0001008407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004573628,"about_ca_topic_score_gemma":0.00008043534,"domain_scores_codex":[0.9972563,0.002174078,0.0001389741,0.00002723755,0.0003130008,0.00009037959],"domain_scores_gemma":[0.9975511,0.001970401,0.0002912554,0.00002664502,0.0001245965,0.00003604602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000255584,0.00004474835,0.0394964,0.00001580416,0.00003182721,0.000001124737,0.8573673,0.00004026164,0.001138825,0.02976371,0.0008748925,0.0711995],"study_design_scores_gemma":[0.00009822745,0.0001552707,0.04299625,0.00008753324,0.00002265839,0.00001402168,0.7170117,0.00004258486,0.0001286489,0.002620957,0.236775,0.00004711453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358201,0.0003661762,0.00003718891,0.004211008,0.0001577095,0.00001675288,5.04151e-8,0.000002603882,0.05938844],"genre_scores_gemma":[0.9974627,0.000291188,0.0006920378,0.00002672898,0.0005004043,2.197096e-7,4.61352e-8,0.000002285094,0.001024393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359001,"threshold_uncertainty_score":0.9555873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2822307214934074,"score_gpt":0.5056340619693145,"score_spread":0.2234033404759071,"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."}}