{"id":"W4402680538","doi":"10.1086/731096","title":"People who live in glass houses","year":2024,"lang":"en","type":"article","venue":"Hau Journal of Ethnographic Theory","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Architectural engineering; Engineering","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":[0.0009552992,0.0001604983,0.0002811972,0.0007693627,0.0000494487,0.00007796415,0.0002179631,0.000105461,0.00007690864],"category_scores_gemma":[0.00007327724,0.0001303789,0.0002127434,0.0004574955,0.00009947226,0.000181479,0.00002199276,0.0007636144,0.00001801227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002608998,"about_ca_system_score_gemma":0.00004833614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009285312,"about_ca_topic_score_gemma":0.0001038812,"domain_scores_codex":[0.9989668,0.0001381252,0.0003404481,0.0001002441,0.0002127128,0.0002416609],"domain_scores_gemma":[0.999118,0.0005655112,0.00004155019,0.000139555,0.00003935198,0.00009607453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001118052,0.0004864004,0.03771006,0.003364381,0.00264391,0.004213259,0.4171705,0.2082101,0.01583702,0.06305953,0.02007821,0.2261086],"study_design_scores_gemma":[0.002099604,0.0008500666,0.05928444,0.003998111,0.000383449,0.001518131,0.0114024,0.02649015,0.004116676,0.8757759,0.01253036,0.001550659],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228642,0.02629371,0.04768778,0.00007586745,0.0008748197,0.00007552203,0.000004977952,0.000169593,0.001953547],"genre_scores_gemma":[0.9982099,0.001025779,0.0003596431,0.00005623301,0.0002499548,0.000002662256,4.110524e-7,0.00004566211,0.00004977352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8127164,"threshold_uncertainty_score":0.5316697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151338461751932,"score_gpt":0.2380411043573487,"score_spread":0.2229072581821555,"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."}}