{"id":"W3043380160","doi":"","title":"Chinese Urban Residential Construction | Bulletin – September Quarter 2012","year":2012,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008324959,0.0002211665,0.000276363,0.0001221868,0.0003381695,0.00003859768,0.0002482282,0.0001609175,0.0190206],"category_scores_gemma":[0.00006326323,0.0002062678,0.0001609111,0.0001671232,0.000509597,0.000205016,0.0000840463,0.0001731445,0.005264198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008890192,"about_ca_system_score_gemma":0.00004433356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001860706,"about_ca_topic_score_gemma":0.00004676725,"domain_scores_codex":[0.9977582,0.0002093937,0.0004486059,0.0002651742,0.0007257422,0.0005928826],"domain_scores_gemma":[0.9991031,0.0001109543,0.0002197187,0.0002381938,0.00005068069,0.0002773648],"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":[0.00005159112,0.0001377888,0.02408084,0.00001407566,0.00004313557,0.000001671399,0.003724926,0.000006203269,0.0002077834,0.002548461,0.9691452,0.00003826313],"study_design_scores_gemma":[0.0003354118,0.00002236521,0.06389955,0.00002358109,0.00002177185,0.000005986244,0.0006530519,9.741365e-7,0.00006258845,0.0001741293,0.934559,0.0002415657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08164071,0.001049384,0.0004277785,0.7784953,0.003794736,0.0008629093,0.00001896765,0.0002450237,0.1334653],"genre_scores_gemma":[0.9930203,0.000190843,0.001556652,0.0003947333,0.001390362,0.00002923717,0.00002458255,0.00002511022,0.003368191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9113796,"threshold_uncertainty_score":0.9955103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256348103878718,"score_gpt":0.2571719470990093,"score_spread":0.2446084660602221,"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."}}