{"id":"W7034675820","doi":"","title":"What we're hearing: recent international conference explores new vision and value in construction","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Linguistics and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Field (mathematics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01792349,0.0003617601,0.0005037068,0.002701679,0.01623697,0.02628752,0.001839801,0.006819635,0.03842866],"category_scores_gemma":[0.04606077,0.0003986599,0.0003839259,0.003651992,0.01718604,0.018433,0.008881436,0.00790286,0.003569291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006259474,"about_ca_system_score_gemma":0.01724683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008747431,"about_ca_topic_score_gemma":0.02305119,"domain_scores_codex":[0.9848531,0.00750046,0.0004050402,0.001087061,0.004519581,0.001634694],"domain_scores_gemma":[0.9632012,0.0152552,0.001364645,0.003217308,0.01084758,0.006113983],"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":[0.00008233517,0.0000957832,0.003453019,0.0005347749,0.00001906853,0.0006172588,0.1168672,0.0001060836,0.0006460124,0.3025414,0.4035846,0.1714524],"study_design_scores_gemma":[0.000008036821,0.00001994481,0.002505987,0.0003180283,0.000009061437,0.0001526731,0.05139268,0.00005768763,0.000235963,0.02269795,0.9225795,0.00002257392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03045684,0.01533396,0.004550489,0.4776546,0.01899705,0.00007226819,0.0001213554,0.0001786609,0.4526348],"genre_scores_gemma":[0.6752278,0.01248575,0.00242195,0.02585234,0.008888863,0.0001375128,0.000258683,0.0005992654,0.2741277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03842866,"threshold_uncertainty_score":0.1285567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399456088601866,"score_gpt":0.2809909789617301,"score_spread":0.1410453701015436,"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."}}