{"id":"W2252370166","doi":"","title":"Windows and doors: world market outlook","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Doors; Consumption (sociology); International trade; China; Economy; Business; Geography; Engineering; Economics","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":[],"category_scores_codex":[0.002975913,0.0002310002,0.000390518,0.0006542132,0.0003734956,0.0004243027,0.0007067013,0.0003710849,0.001084881],"category_scores_gemma":[0.0004926285,0.000244872,0.00009884121,0.0001747291,0.0008921034,0.0001711671,0.0009657952,0.001180396,0.00007198512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041057,"about_ca_system_score_gemma":0.001311732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822909,"about_ca_topic_score_gemma":0.01262689,"domain_scores_codex":[0.9971281,0.0005512522,0.0004192954,0.0006615218,0.0003685789,0.0008713055],"domain_scores_gemma":[0.9981717,0.0008209867,0.0001287604,0.0004353931,0.0001012942,0.0003418104],"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":[0.0001657099,0.0001883683,0.1640341,0.0003277404,0.0002749874,0.00005556433,0.01569169,0.0001678923,0.000007713941,0.0690461,0.06727203,0.6827681],"study_design_scores_gemma":[0.0002493674,0.00001162726,0.03470565,0.0001603894,0.000003216539,9.583813e-7,0.001451403,0.0002453262,0.00000302959,0.01879075,0.9440211,0.0003571791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1239834,0.0001696227,1.415617e-7,0.004434705,0.000378923,0.0008068245,0.00001227112,0.00003338915,0.8701807],"genre_scores_gemma":[0.3748491,0.05716847,0.0009196869,0.0005644186,0.001725559,0.0005536143,0.00003978413,0.00007693839,0.5641024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.876749,"threshold_uncertainty_score":0.9998283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827412730362892,"score_gpt":0.3536179184642119,"score_spread":0.305343791160583,"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."}}