{"id":"W2540424390","doi":"10.1057/978-1-137-40523-4_7","title":"Action Research in the Canadian Context","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Contextualization; Scholarship; Context (archaeology); Action (physics); Function (biology); Action research; Political science; Vanguard; Sociology; Public relations; Geography; Interpretation (philosophy); Computer science; Law; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006121418,0.0008532522,0.0007161576,0.003672038,0.02283799,0.01767012,0.002510924,0.002493334,0.01196477],"category_scores_gemma":[0.006862816,0.0004917366,0.000385227,0.009247558,0.02678699,0.004176695,0.004944923,0.003823437,0.001090566],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2479001,"about_ca_system_score_gemma":0.3128525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912947,"about_ca_topic_score_gemma":0.9962877,"domain_scores_codex":[0.9911491,0.00243139,0.0002278939,0.0007779584,0.003459969,0.00195369],"domain_scores_gemma":[0.9952469,0.001588622,0.0001384787,0.0002075947,0.001886549,0.0009317936],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001196172,0.00001129514,0.0005286018,0.0002150935,0.00000631167,0.0002128397,0.02744159,0.0004618265,0.000110753,0.8762408,0.05116402,0.04359487],"study_design_scores_gemma":[0.000005114766,0.000007222345,0.00165196,0.0006898383,0.000009445666,0.00007793114,0.02184247,0.0002218134,0.00009063418,0.03211748,0.9432513,0.00003481977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01122988,0.04408596,0.00463454,0.04881446,0.001297407,0.0001049905,0.000392603,0.0001253859,0.8893147],"genre_scores_gemma":[0.580921,0.08146534,0.01701063,0.01076732,0.0004052816,0.0002392756,0.0005330492,0.000246653,0.3084115],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9938786,"threshold_uncertainty_score":0.8723293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3787559937240198,"score_gpt":0.4819089544770406,"score_spread":0.1031529607530208,"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."}}