{"id":"W2015443977","doi":"10.1111/j.1475-682x.2004.00093.x","title":"On the Reconceptualizing of Gender: Implications for Research Design","year":2004,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Precondition; Social constructionism; Epistemology; Strict constructionism; Variable (mathematics); Set (abstract data type); Sociological research; Social psychology; Psychology; Computer science; Social science; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005303391,0.00004703869,0.00009672242,0.00002352501,0.001305132,0.00001751461,0.0003746563,0.0001632397,0.0001054224],"category_scores_gemma":[0.002531595,0.00003119966,0.00008911038,0.0001662658,0.002094279,0.00003879278,0.00005292715,0.0002004205,0.00002740887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232566,"about_ca_system_score_gemma":0.0001725465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352245,"about_ca_topic_score_gemma":0.00001087093,"domain_scores_codex":[0.9981845,0.001033101,0.0001320812,0.0001722483,0.0001793817,0.0002986992],"domain_scores_gemma":[0.9963769,0.003165663,0.00005072497,0.0001555766,0.0001955715,0.0000555533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000107885,0.00005478038,0.0003106986,0.000002497566,0.000008894569,6.29309e-8,0.04966021,0.00005740812,0.0002470358,0.9460847,0.003260401,0.0003024822],"study_design_scores_gemma":[0.000118492,0.0001102553,0.00603077,0.000003730386,0.000003437648,4.470223e-8,0.07241746,7.628699e-7,0.0001801709,0.9196682,0.001420716,0.00004598852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025332,0.0003043703,0.1084224,0.05811693,0.0004288591,0.001761629,0.00004076026,0.000117237,0.0282746],"genre_scores_gemma":[0.9978973,0.00006918694,0.001016819,0.0007130763,0.0001727644,0.00004856944,0.000002792024,0.000002312292,0.00007723051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1953641,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8947946190363133,"score_gpt":0.5345002151955742,"score_spread":0.3602944038407391,"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."}}