{"id":"W2075152073","doi":"10.1177/1476750307087049","title":"Speaking for ourselves","year":2008,"lang":"en","type":"article","venue":"Action Research","topic":"Community Health and Development","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University","funders":"","keywords":"Dialogical self; Sociology; Power (physics); Common ground; Action (physics); Action research; Set (abstract data type); Space (punctuation); Public relations; Engineering ethics; Epistemology; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002407713,0.00004852243,0.00009284749,0.0002086154,0.004119251,0.000004035289,0.0001373538,0.00009379506,0.000587636],"category_scores_gemma":[0.0009269093,0.00004380446,0.0000254642,0.0002683848,0.00005517253,0.0000835367,0.0001005784,0.0009209525,0.0007704254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612378,"about_ca_system_score_gemma":0.0009873557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308938,"about_ca_topic_score_gemma":0.001011672,"domain_scores_codex":[0.998084,0.0006269275,0.0002130621,0.0001226915,0.0003410975,0.0006122231],"domain_scores_gemma":[0.9970295,0.002035393,0.00004021108,0.0002421374,0.0004887012,0.0001640327],"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":[0.0005111132,0.0001763677,0.07382331,0.0007251732,0.00002318857,0.000008383056,0.02344676,0.000002802355,0.0007130039,0.004947003,0.7981454,0.09747756],"study_design_scores_gemma":[0.0005174981,0.00006693252,0.07250362,0.00004775653,7.180616e-7,0.000002877024,0.01163544,0.00006419249,0.000102245,0.001006184,0.913998,0.00005453439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286312,0.0001332752,0.000957537,0.01394167,0.0009091345,0.001957558,0.000004991455,0.000127705,0.05333691],"genre_scores_gemma":[0.9772289,0.0004555767,0.001996226,0.001052262,0.0005388266,0.000646626,0.000018597,0.00001773953,0.01804527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158527,"threshold_uncertainty_score":0.9971772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8751488248218161,"score_gpt":0.7166402410383458,"score_spread":0.1585085837834703,"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."}}