{"id":"W4393169191","doi":"10.1080/10464883.2024.2303928","title":"Submission","year":2024,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005220866,0.0005731545,0.000889459,0.001668135,0.00389108,0.0109831,0.002354102,0.003886158,0.6722624],"category_scores_gemma":[0.03320647,0.0003907854,0.000824662,0.00139122,0.001236373,0.004632057,0.005488223,0.003980963,0.5257748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563305,"about_ca_system_score_gemma":0.004629615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076587,"about_ca_topic_score_gemma":0.004840129,"domain_scores_codex":[0.9947342,0.001102229,0.0002943642,0.0006853362,0.002618706,0.0005652577],"domain_scores_gemma":[0.9759545,0.00276078,0.0004988403,0.002365671,0.01429475,0.004125416],"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":[0.00001409112,0.000006869756,0.00004401856,0.00004338016,0.000001252222,0.00003055973,0.0000661037,0.00001123459,0.00006265142,0.002729954,0.9869105,0.01007933],"study_design_scores_gemma":[0.000003204575,0.000005546528,0.00009591784,0.00004639323,6.727778e-7,0.00003185663,0.00008280022,0.000008782299,0.00003409817,0.0007402932,0.9989472,0.000003308813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001203156,0.002238592,0.003592556,0.1034546,0.1632531,0.0005868271,0.008093816,0.002318845,0.7152584],"genre_scores_gemma":[0.004249754,0.0008914614,0.001090595,0.02088984,0.0104615,0.0002225741,0.003032832,0.001140165,0.9580213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6722624,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01480380962403722,"score_gpt":0.27123101957263,"score_spread":0.2564272099485927,"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."}}