{"id":"W3199655594","doi":"10.4018/ijaet.2021100102","title":"From Critical Practice to Response","year":2021,"lang":"en","type":"article","venue":"International Journal of Adult Education and Technology","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Militant; Public relations; Political science; Adversarial system; Service (business); Colonialism; Public administration; Sociology; Management; Law; Politics; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004214168,0.00004401811,0.00007779097,0.0002453191,0.00009311024,0.0001020907,0.000216048,0.00008380311,0.0003543954],"category_scores_gemma":[0.03040229,0.00004531975,0.00002118986,0.0002558677,0.0001319587,0.0001864525,0.00004055785,0.0001636083,0.00003594955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309323,"about_ca_system_score_gemma":0.001768232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006974569,"about_ca_topic_score_gemma":0.00003158525,"domain_scores_codex":[0.9990585,0.0001623549,0.0002365923,0.0001037648,0.0003459268,0.00009279431],"domain_scores_gemma":[0.9946427,0.0006923486,0.00007502333,0.00006650385,0.004388627,0.0001347573],"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":[0.0001555803,0.000639573,0.001227165,0.000001513761,0.00006195655,0.00005150082,0.01722527,1.783514e-7,0.001363858,0.8581134,0.01339866,0.1077613],"study_design_scores_gemma":[0.0001464689,0.00003572836,0.0012531,0.00007871425,0.00001341251,0.0001429607,0.07368683,5.022143e-7,0.001787028,0.1099828,0.8128048,0.000067657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2440608,0.0002333198,0.0008759255,0.7475067,0.003588019,0.00002593205,0.000002173885,0.0000180863,0.003688969],"genre_scores_gemma":[0.9342657,0.0002192029,0.05101963,0.01275926,0.0006614679,0.000004686879,0.000002045817,0.000004284415,0.00106367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7994061,"threshold_uncertainty_score":0.977765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269843861053839,"score_gpt":0.4142936057666607,"score_spread":0.4015951671561224,"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."}}