{"id":"W2022040053","doi":"10.1177/0959353506067853","title":"Book Review: Participatory Research and Action: A Guide to Becoming a Researcher for Social Change","year":2006,"lang":"en","type":"article","venue":"Feminism & Psychology","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Sociology; Action research; Psychology; Political science; Pedagogy; Anthropology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01456349,0.0001077303,0.0002767136,0.0003444621,0.0004509036,0.0000931637,0.0004022814,0.0001182651,0.003038183],"category_scores_gemma":[0.0007454476,0.0000888011,0.00006231124,0.0006167169,0.0001951468,0.0002152965,0.0001334004,0.0002372365,0.0005319331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007199182,"about_ca_system_score_gemma":0.0001079103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004206511,"about_ca_topic_score_gemma":0.0001242185,"domain_scores_codex":[0.9965212,0.0005640026,0.0006179908,0.0005919208,0.001165928,0.0005389727],"domain_scores_gemma":[0.997635,0.001021906,0.0001154235,0.0004464508,0.0006454182,0.0001357959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000556862,0.00006455146,0.0006178974,0.00002331413,0.000004306125,0.000001800964,0.001178704,1.289213e-7,0.0002049531,0.001051078,0.9553914,0.04140616],"study_design_scores_gemma":[0.000503549,0.00032254,0.03390441,0.00004644222,0.000005168013,0.000005743293,0.000288668,0.0000613131,0.0000591018,0.008424849,0.9562842,0.0000940654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07599139,0.07988095,0.004423956,0.6725886,0.002343099,0.007292291,0.00008982158,0.0001504201,0.1572395],"genre_scores_gemma":[0.2705072,0.009922877,0.006789392,0.4292751,0.007614096,0.011648,0.00006887372,0.0001178833,0.2640567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2433136,"threshold_uncertainty_score":0.9978732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.868918886293883,"score_gpt":0.7243712130393111,"score_spread":0.144547673254572,"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."}}