{"id":"W2606793925","doi":"","title":"Supporting Oral Histories in Islandora","year":2017,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History","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":[0.007570216,0.0005526967,0.0004340024,0.00405361,0.006662172,0.01286947,0.002592298,0.001927966,0.03321707],"category_scores_gemma":[0.02398052,0.0007124945,0.0005347706,0.003180439,0.004526816,0.01427994,0.02099664,0.001917229,0.009084342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002743541,"about_ca_system_score_gemma":0.01051879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146392,"about_ca_topic_score_gemma":0.04593405,"domain_scores_codex":[0.9941011,0.002570179,0.000352291,0.0004686959,0.002067626,0.0004401648],"domain_scores_gemma":[0.9798412,0.004959909,0.00136716,0.00645081,0.002926287,0.004454428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001957351,0.0003080353,0.009609539,0.0008990756,0.00003703825,0.001512285,0.07682831,0.0009199411,0.004280256,0.07724786,0.196137,0.6320249],"study_design_scores_gemma":[0.00001082332,0.00004383765,0.001635774,0.0003177734,0.00001391538,0.0003874118,0.01041986,0.0008891863,0.001286806,0.009517683,0.9754364,0.00004063351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1206551,0.003372671,0.2464121,0.02607592,0.001914467,0.00246874,0.003164786,0.03813453,0.5578017],"genre_scores_gemma":[0.3071516,0.002534901,0.3762408,0.004006624,0.0009084673,0.001659102,0.005503668,0.009931514,0.2920634],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03321707,"threshold_uncertainty_score":0.1111222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913776668728772,"score_gpt":0.2969421531274841,"score_spread":0.2778043864401964,"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."}}