{"id":"W2093058588","doi":"10.1080/09650790400200255","title":"Ecology and ethics in participatory collaborative action research: an argument for the authentic participation of students in eduational research","year":2004,"lang":"en","type":"article","venue":"Educational Action Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interdependence; Participatory action research; Action research; Negotiation; Argument (complex analysis); Sociology; Citizen journalism; Action (physics); Engineering ethics; Research ethics; Pedagogy; Political science; Social science; Engineering","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":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.1147755,0.0001119208,0.0002051149,0.001543683,0.002141567,0.0002186633,0.0005778819,0.0002732975,0.0002307487],"category_scores_gemma":[0.04111918,0.0001037797,0.00003293197,0.003561278,0.002916167,0.0006761414,0.0001763988,0.002084687,0.00003405842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002644051,"about_ca_system_score_gemma":0.009473563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840752,"about_ca_topic_score_gemma":0.06550648,"domain_scores_codex":[0.9698657,0.02220276,0.0006374219,0.0006059207,0.005356861,0.001331366],"domain_scores_gemma":[0.9683018,0.02645057,0.0001081803,0.0003158023,0.004472192,0.0003514195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001134683,0.006099027,0.2402204,0.0001862768,0.00007264951,0.000002801613,0.2431247,0.002199387,0.006645799,0.4933986,0.0008822419,0.006033454],"study_design_scores_gemma":[0.0009880329,0.0005426106,0.7622359,0.00007939762,0.000005358283,3.188816e-7,0.09240659,0.0005862894,0.002142185,0.137421,0.003485804,0.0001064239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685165,0.0001502039,0.00008980863,0.02804811,0.0003287137,0.002458293,0.00001248947,0.00000934122,0.0003865441],"genre_scores_gemma":[0.9935628,0.0004021909,0.0004660973,0.00004105612,0.0003822115,0.004488627,0.00001629002,0.00001749877,0.0006232421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220155,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9479454958650873,"score_gpt":0.8148320391477105,"score_spread":0.1331134567173767,"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."}}