{"id":"W3092356181","doi":"10.5210/spir.v2020i0.11215","title":"WOMEN IN BLOCKCHAIN: DISCOURSE & PRACTICE IN THE CO-CONSTRUCTIONOF GENDER AND EMERGING TECHNOLOGIES","year":2020,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Blockchain; Sociotechnical system; Digitization; Sociology; Value (mathematics); Social media; Gender studies; Public relations; Social constructionism; Political science; Social science; Knowledge management; Computer security; Law; Engineering; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.003450567,0.0000788878,0.0001568449,0.0001886353,0.0001205751,0.0001007971,0.0004263298,0.0001117366,0.00004303232],"category_scores_gemma":[0.02110468,0.000063924,0.00001921954,0.001607783,0.001074018,0.0001247428,0.00009149341,0.0006449636,0.000005770452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229811,"about_ca_system_score_gemma":0.0002360331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215571,"about_ca_topic_score_gemma":0.001951535,"domain_scores_codex":[0.9973289,0.00105748,0.0002093227,0.0002349515,0.0006208279,0.0005484875],"domain_scores_gemma":[0.997546,0.002029426,0.00005939581,0.0001031027,0.0001874767,0.00007462932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003471938,0.0001790077,0.05984666,0.00007014798,0.00006735279,0.0000387456,0.8542693,0.000007754716,0.001372,0.01232747,0.002895477,0.06857891],"study_design_scores_gemma":[0.0003452631,0.0001263899,0.006781403,0.00005652836,0.000002985806,0.000003433468,0.9627432,0.0000424573,0.000116523,0.001094986,0.02855876,0.0001281215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8584586,0.0002291501,6.131085e-7,0.01080294,0.00002599562,0.0002372794,0.000001820611,0.00004583212,0.1301978],"genre_scores_gemma":[0.9991918,0.0002922002,0.00005995306,0.00009925597,0.00004562419,0.00004793214,0.000001628625,0.000007109502,0.000254562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407332,"threshold_uncertainty_score":0.987141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342535002707704,"score_gpt":0.391890454136807,"score_spread":0.3384651041097299,"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."}}