{"id":"W4387505949","doi":"10.1080/10464883.2023.2233387","title":"Desert Depths","year":2023,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Desert (philosophy); Sociology; Studio; Architecture; The arts; Art history; History; Visual arts; Art; Archaeology; Law","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":[0.0003980821,0.00004126281,0.0000801014,0.0001554273,0.0001892658,0.00003267967,0.0001306542,0.00002060145,0.00001345567],"category_scores_gemma":[0.0004297661,0.00003200979,0.00006456289,0.0003093027,0.00006462684,0.0001195025,0.00001543692,0.00009697634,0.00007138166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004850029,"about_ca_system_score_gemma":0.0004089298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655528,"about_ca_topic_score_gemma":0.000452487,"domain_scores_codex":[0.9993451,0.00007194396,0.0001540525,0.00004462812,0.000236833,0.0001474547],"domain_scores_gemma":[0.9995086,0.00007971009,0.0001239769,0.00004223588,0.0001589574,0.00008656432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002121052,0.00003336733,0.03009125,0.000008282185,0.0000241682,0.000002806241,0.02038323,0.000019371,0.0003129548,0.003799983,0.003945709,0.9413577],"study_design_scores_gemma":[0.0004775841,0.000333177,0.5526833,0.0001990691,0.00006049512,0.0001149952,0.1051234,0.00001468659,0.00042603,0.05949572,0.280771,0.0003004709],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977852,0.0007937537,0.0000406459,0.006273495,0.00164988,0.00005217021,3.356772e-7,0.00002299558,0.01331468],"genre_scores_gemma":[0.9951098,0.0001078666,0.0003748896,0.0001532718,0.001084807,0.000001711933,7.299937e-7,0.000003965367,0.003162934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9410572,"threshold_uncertainty_score":0.1455699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180312424274902,"score_gpt":0.3583250281011776,"score_spread":0.3265219038584286,"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."}}