{"id":"W2106623194","doi":"10.1061/(asce)co.1943-7862.0000637","title":"Assessing the Market Potential for Housing Construction Products in Mexico","year":2012,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BP (Canada)","funders":"","keywords":"Profitability index; Business; Product (mathematics); Globalization; Work (physics); Supply chain; Market analysis; Industrial organization; Service (business); Process (computing); Marketing; Environmental economics; Engineering; Economics; Finance; Computer science","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":[0.003511813,0.0001250291,0.0002073154,0.0006962358,0.0001528093,0.0003506574,0.0001752214,0.00003815653,0.000032519],"category_scores_gemma":[0.0002402369,0.00008744709,0.00007451948,0.0005847564,0.00009041809,0.001405553,0.00006781453,0.0001560731,0.000001234911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004988697,"about_ca_system_score_gemma":0.00002092739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000124522,"about_ca_topic_score_gemma":5.92614e-7,"domain_scores_codex":[0.9983613,0.00006184466,0.0006934244,0.0001499866,0.000493084,0.0002403347],"domain_scores_gemma":[0.9989946,0.0001496928,0.0004384957,0.0001662869,0.0001939101,0.00005703541],"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":[0.0001149881,0.00005521709,0.03748201,0.0002039264,0.0001853157,0.000008479516,0.0004025137,0.01996602,0.0004590023,0.02713577,0.003137428,0.9108493],"study_design_scores_gemma":[0.005778405,0.0002102519,0.2646303,0.0005785704,0.0005322956,0.004041912,0.02443684,0.1586355,0.001934589,0.007223811,0.530919,0.001078433],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5952569,0.0005604046,0.3926092,0.001666994,0.007491286,0.0005116259,0.000001529661,0.00003074415,0.00187129],"genre_scores_gemma":[0.9338803,0.0002420985,0.06523985,0.00003787773,0.0004469149,0.00000909929,3.701818e-7,0.000009326826,0.0001341194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9097709,"threshold_uncertainty_score":0.3565989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625473735696084,"score_gpt":0.3137930025157408,"score_spread":0.27753826515878,"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."}}