{"id":"W6984346985","doi":"","title":"Duplex","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Duplex (building); Poetry; Sexual abuse; QUIET; Immigration","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":[0.0003313939,0.0002247076,0.0001385855,0.0005264793,0.003313797,0.002845654,0.0002890564,0.0005942913,0.06876054],"category_scores_gemma":[0.001280162,0.0001236241,0.0001141083,0.0004789479,0.001294314,0.001574786,0.001439635,0.0009878629,0.01479636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587066,"about_ca_system_score_gemma":0.001382055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002992492,"about_ca_topic_score_gemma":0.01100643,"domain_scores_codex":[0.9997333,0.00007472931,0.00001049328,0.00004672339,0.00009841013,0.00003638638],"domain_scores_gemma":[0.9996716,0.0001082805,0.0000144095,0.00003022997,0.00007987522,0.00009567064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009841628,0.00005290247,0.0005511997,0.0002875683,0.000005608283,0.0005428107,0.0265739,0.00007788963,0.001660949,0.1690596,0.7087227,0.09236632],"study_design_scores_gemma":[0.000001171145,0.000005161655,0.0001476536,0.00002727246,5.953253e-7,0.00011117,0.001536941,0.000009675057,0.0001941165,0.001143528,0.9968209,0.000001736266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0169434,0.004372464,0.002364387,0.008615996,0.004641031,0.00006755916,0.0009268029,0.0002679141,0.9618006],"genre_scores_gemma":[0.07246221,0.002900266,0.001336295,0.002940817,0.000512071,0.00006605512,0.0005085769,0.0002575039,0.9190161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06876054,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251512623483556,"score_gpt":0.2726860598228111,"score_spread":0.2501709335879756,"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."}}