{"id":"W2028218963","doi":"10.1111/j.1475-4762.2008.00802.x","title":"Member checking in human geography: interpreting divergent understandings of performativity in a student space","year":2008,"lang":"en","type":"article","venue":"Area","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Rigour; Performativity; Epistemology; Space (punctuation); Sociology; Human geography; Interpretation (philosophy); Qualitative research; Social science; Gender studies; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.006214535,0.0000657042,0.0001715756,0.000193118,0.0002807464,0.00001591892,0.0001622717,0.00005867747,0.0001248611],"category_scores_gemma":[0.0006467956,0.00006205663,0.00005689033,0.0004392031,0.0006983387,0.0001907629,0.0001060226,0.0002961599,0.000001714342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102275,"about_ca_system_score_gemma":0.0000641344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171799,"about_ca_topic_score_gemma":0.007574105,"domain_scores_codex":[0.9977795,0.001055101,0.0002229674,0.0001318578,0.0005167891,0.0002937402],"domain_scores_gemma":[0.9991407,0.0005739887,0.00008137708,0.00007838191,0.00006333101,0.00006223601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007740419,0.00006779523,0.6695355,0.00001934245,0.000007545351,0.000007583412,0.3102833,0.00001455581,0.0002451907,0.01960687,0.00002099334,0.0001835847],"study_design_scores_gemma":[0.0005996971,0.0001093197,0.7084865,0.0004404087,0.000004050543,5.730119e-7,0.2678761,0.0002497694,0.0007308517,0.02082151,0.0004568505,0.0002243173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704157,0.00006262127,0.0006796884,0.0008513985,0.0000339923,0.0001484114,0.000001410639,0.000008706952,0.02779806],"genre_scores_gemma":[0.9990002,0.0002269872,0.0006533904,0.000025031,0.00001058359,0.000007325293,6.038405e-7,0.000003719151,0.00007216245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04240718,"threshold_uncertainty_score":0.994863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.302551922220844,"score_gpt":0.5170124555340857,"score_spread":0.2144605333132417,"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."}}