{"id":"W2586091975","doi":"10.33524/cjar.v17i3.288","title":"PARTICIPATORY ACTION RESEARCH AND PAYING IT FORWARD","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Institution; Action (physics); Sociology; Citizen journalism; Action research; Pedagogy; Participatory action research; Personal life; Management; Public relations; Media studies; Political science; Social science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2713506,0.002393499,0.004517761,0.00529628,0.01543438,0.03017233,0.005719447,0.01732825,0.01112752],"category_scores_gemma":[0.2706375,0.002149043,0.002208692,0.00526409,0.07809969,0.03151441,0.0222057,0.02424492,0.003720206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01354387,"about_ca_system_score_gemma":0.0610282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715628,"about_ca_topic_score_gemma":0.007371573,"domain_scores_codex":[0.5880084,0.3543079,0.009029056,0.01512346,0.02792082,0.005610269],"domain_scores_gemma":[0.6425675,0.2646905,0.008640721,0.04469622,0.02870848,0.01069659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007944914,0.0001655671,0.001014129,0.002564066,0.0002193489,0.0002485148,0.05490996,0.0008013074,0.0002789985,0.7798197,0.04921312,0.1106859],"study_design_scores_gemma":[0.00009311784,0.0001300351,0.0003687824,0.006001609,0.00005984568,0.0001448196,0.02902156,0.000647074,0.0003176212,0.7162311,0.2469092,0.00007526479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004346523,0.02691679,0.1796616,0.6623492,0.0163567,0.002276316,0.0002252127,0.0005993266,0.1072684],"genre_scores_gemma":[0.4379218,0.02846154,0.3640393,0.112777,0.005911039,0.01380688,0.0003529255,0.0009903584,0.03573904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2713506,"threshold_uncertainty_score":0.8985544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9249743192767562,"score_gpt":0.7030402588843554,"score_spread":0.2219340603924008,"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."}}