{"id":"W3216334844","doi":"10.32920/ryerson.14655003.v1","title":"Fashion Window: A Conceptual Analysis Of Department Store Holiday Windows","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gestalt psychology; Window (computing); Focus (optics); Computer science; Object (grammar); Visual arts; Advertising; Subject (documents); Art; Psychology; World Wide Web; Artificial intelligence; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001619283,0.0003494529,0.0002130502,0.002018707,0.002815017,0.008054601,0.0007576348,0.0008792823,0.004331899],"category_scores_gemma":[0.002758538,0.0002519034,0.0004684171,0.002637327,0.007736848,0.007391348,0.002457026,0.001353799,0.0003135139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105275,"about_ca_system_score_gemma":0.001910971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007014156,"about_ca_topic_score_gemma":0.007147474,"domain_scores_codex":[0.9990917,0.0004795026,0.00004249708,0.0001066725,0.0001549467,0.0001246505],"domain_scores_gemma":[0.998978,0.0004944898,0.0001388255,0.0001017817,0.0001214905,0.0001654102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000808839,0.00005915194,0.005840722,0.0001317858,0.00001400458,0.0008302646,0.3217191,0.0003126341,0.001516256,0.6495742,0.002784274,0.01713671],"study_design_scores_gemma":[0.00002774366,0.000115113,0.03047623,0.0006104856,0.00005034644,0.001487679,0.5784449,0.00396663,0.0009119053,0.1445897,0.2392533,0.00006588638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.719689,0.002660161,0.0501246,0.004205609,0.0001901868,0.0003397976,0.0004462721,0.0001227276,0.2222216],"genre_scores_gemma":[0.9854966,0.0004629139,0.008844032,0.0001215144,0.00002479815,0.0001273563,0.0001699578,0.00005320524,0.004699564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008054601,"threshold_uncertainty_score":0.02253038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477069682204459,"score_gpt":0.2611478358161229,"score_spread":0.2063771389940783,"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."}}