{"id":"W2530425331","doi":"","title":"Disability Studies Dissertation Abstracts v12i23","year":2016,"lang":"en","type":"article","venue":"ScholarSpace (University of Hawaii at Manoa)","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University at Buffalo; Northern Illinois University; University of Toronto; York University; Marquette University; Washington University in St. Louis","keywords":"Context (archaeology); Political science; Library science; Sociology; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563672,0.0001133972,0.000217685,0.00005549894,0.0006839952,0.00003128681,0.0003137832,0.0001030004,0.0002368095],"category_scores_gemma":[0.0005720916,0.0001047388,0.000115946,0.0002009789,0.001253302,0.001507821,0.00009973553,0.00008464898,0.0002581887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004142016,"about_ca_system_score_gemma":0.00007643033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007745958,"about_ca_topic_score_gemma":0.02206245,"domain_scores_codex":[0.9987224,0.0001326489,0.0001010045,0.0002940667,0.0004452408,0.0003046939],"domain_scores_gemma":[0.9988711,0.0003369199,0.0001510417,0.0002545755,0.0001786032,0.0002077783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006023397,0.0007378564,0.6120908,0.0002202915,0.0003867678,0.0001232633,0.1119912,0.00001332163,0.009302842,0.08689488,0.01765669,0.1599798],"study_design_scores_gemma":[0.0008767993,0.00009218678,0.7492282,0.0001230864,0.00005402961,0.00000137596,0.156931,8.89591e-7,0.0004057979,0.002460637,0.08950968,0.000316292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362285,0.0001964405,0.00001675196,0.01196408,0.0003059017,0.0001681678,0.00001608191,0.00007580333,0.05102831],"genre_scores_gemma":[0.9803643,0.0003645292,0.0002552552,0.00002081414,0.00006199369,3.244413e-7,0.000002533453,0.000006869332,0.0189234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596635,"threshold_uncertainty_score":0.9957824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03478185399323825,"score_gpt":0.3116640950817943,"score_spread":0.276882241088556,"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."}}