{"id":"W4248460440","doi":"10.22215/etd/2012-06963","title":"Suburbia redux : recycling the American dream","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Redux; Dream; Art; Humanities; Political science; Engineering; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001653247,0.0001846397,0.0002112112,0.00007121309,0.000157364,0.0002775819,0.001738561,0.00006549486,0.0001226328],"category_scores_gemma":[0.000006475959,0.0001152911,0.00009271279,0.0004313675,0.0000212778,0.0006802235,0.00008621873,0.0002425262,0.0002082732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009439587,"about_ca_system_score_gemma":0.0000810738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205594,"about_ca_topic_score_gemma":0.0007417644,"domain_scores_codex":[0.9988865,0.00006605712,0.0002046545,0.0003099989,0.0002444188,0.0002884214],"domain_scores_gemma":[0.9987943,0.0001026472,0.0002572206,0.0007290173,0.00003471108,0.00008206245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000628865,0.0001838126,0.005995238,0.0001762627,0.000218866,0.00001684874,0.01708896,0.00001502925,0.001762051,0.1902781,0.05469655,0.7295054],"study_design_scores_gemma":[0.0001987819,0.0001633392,0.6935655,0.0001700648,0.00007892423,0.00001659423,0.003505486,0.003520251,0.008149534,0.007374255,0.2818618,0.001395511],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.525951,0.001289473,0.001390771,0.003164538,0.003401747,0.0003094924,0.000002958918,0.0006061929,0.4638838],"genre_scores_gemma":[0.8897669,0.0001342034,0.008535139,0.002331957,0.0009031463,0.0000287198,0.000230115,0.00004094936,0.09802887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7281099,"threshold_uncertainty_score":0.4701436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053014655155695,"score_gpt":0.2502285356980415,"score_spread":0.2396983891464846,"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."}}