{"id":"W6981012238","doi":"","title":"DESA1002 'Nine Quarter City' - <Yuying Liu>","year":2008,"lang":"en","type":"other","venue":"The Sydney eScholarship Repository (The University of Sydney)","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Process (computing); Cladding (metalworking); Quarter (Canadian coin); Form of the Good","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005851554,0.0006831799,0.0008247824,0.0004190829,0.001149401,0.00007170177,0.002304683,0.0008823731,0.009583039],"category_scores_gemma":[0.00004903732,0.000534985,0.0006808353,0.0004853158,0.001174746,0.0001879195,0.0003031188,0.001742438,0.001914743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617327,"about_ca_system_score_gemma":0.0001624027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319496,"about_ca_topic_score_gemma":0.0002362442,"domain_scores_codex":[0.9962781,0.0009383483,0.0004726756,0.0008975783,0.0007041564,0.0007091258],"domain_scores_gemma":[0.9959537,0.0003170253,0.0008477297,0.002472835,0.0001295016,0.0002791562],"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":[0.0003771213,0.0004784938,0.002731343,0.000127792,0.00184807,0.0009601965,0.01072981,0.000004408362,0.001124505,0.003198185,0.976915,0.001505073],"study_design_scores_gemma":[0.00166508,0.0001660747,0.01238845,0.0006349977,0.0007548081,0.0005235039,0.001905397,0.000003851026,0.0002621732,0.00009126242,0.9808427,0.0007616832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0347953,0.003928477,0.0000983459,0.0007210915,0.002273289,0.0008799125,0.00005438441,0.0004455288,0.9568037],"genre_scores_gemma":[0.2054151,0.0004138884,0.0001363416,0.0003729353,0.001071339,0.000003136041,0.00003408863,0.000374221,0.7921789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1706198,"threshold_uncertainty_score":0.9997101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927604371516718,"score_gpt":0.2225732723811407,"score_spread":0.2032972286659736,"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."}}