{"id":"W3095678232","doi":"","title":"Writing to Transgress: Sharing Stories, Claiming Space, and Finding Community","year":2018,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of International Science and Engineering","keywords":"Space (punctuation); Sociology; Computer science; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131019,0.0008667388,0.0004265058,0.00224498,0.01705962,0.01188771,0.002547235,0.001931692,0.003902489],"category_scores_gemma":[0.02606789,0.0004574445,0.0003936144,0.001382346,0.02416925,0.008858878,0.01686517,0.002900323,0.0006204962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599763,"about_ca_system_score_gemma":0.006886425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006769978,"about_ca_topic_score_gemma":0.01856439,"domain_scores_codex":[0.9853638,0.01090081,0.0002935707,0.0007125708,0.00158815,0.001141102],"domain_scores_gemma":[0.9778992,0.012327,0.002049506,0.001899432,0.001404258,0.004420644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002102875,0.0000523479,0.002319532,0.0000702762,0.000006644115,0.0006798203,0.97694,0.00004565277,0.0006110383,0.003416215,0.001578078,0.01425945],"study_design_scores_gemma":[0.000009174487,0.00007311314,0.001189423,0.0001003515,0.00001278659,0.0004557822,0.9663194,0.0001409795,0.0008027269,0.001900503,0.02898009,0.00001571096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372675,0.0006828898,0.006897649,0.006395883,0.0001983117,0.0002433221,0.00006131234,0.0001528088,0.04810026],"genre_scores_gemma":[0.9901562,0.0003156122,0.003607608,0.0002309218,0.00003893908,0.00008210474,0.00003022456,0.00005853928,0.005479802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705962,"threshold_uncertainty_score":0.06929034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06432014907780798,"score_gpt":0.431622007486611,"score_spread":0.367301858408803,"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."}}