{"id":"W7066930501","doi":"","title":"Marriott Leads With the Largest U.S. Hotel Construction Pipeline at Q3’21 Close","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Pipeline transport; Quarter (Canadian coin); Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008516163,0.0005170566,0.0003046345,0.001055165,0.006060894,0.00449107,0.000479715,0.001570849,0.3079153],"category_scores_gemma":[0.00212814,0.0005366103,0.0005301097,0.001090803,0.0005807918,0.001186174,0.001928607,0.002683986,0.09592715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003900547,"about_ca_system_score_gemma":0.007004671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1298292,"about_ca_topic_score_gemma":0.393648,"domain_scores_codex":[0.9988869,0.00006140572,0.00001819056,0.0001803019,0.0004753643,0.0003778829],"domain_scores_gemma":[0.9974542,0.00009747979,0.00006411967,0.00009954394,0.001109099,0.001175473],"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":[0.0001058496,0.00009657348,0.007436959,0.00002365153,0.000005521391,0.000215468,0.0001365172,0.00009542807,0.0002845301,0.004864901,0.9581273,0.02860736],"study_design_scores_gemma":[0.00002059887,0.00008228013,0.01600874,0.00002170431,0.000004576206,0.00009646714,0.0004408893,0.000223558,0.0004174893,0.0005766689,0.9820915,0.00001551859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02463173,0.001047496,0.001783571,0.03305742,0.005188631,0.000176224,0.005804932,0.001482902,0.9268271],"genre_scores_gemma":[0.03112143,0.0003128418,0.0004671364,0.001696139,0.0002924013,0.00003096505,0.001599042,0.0002704071,0.9642096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3079153,"threshold_uncertainty_score":0.9871748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354592669393918,"score_gpt":0.1842064836018188,"score_spread":0.1706605569078797,"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."}}