{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001186112,0.0003406109,0.0008757511,0.0002282595,0.0001370119,0.0002871985,0.0003028497,0.000176819,0.03346512],"category_scores_gemma":[0.00002180022,0.000251671,0.0008533142,0.000106012,0.0003622788,0.0001071913,0.0003591016,0.0003345729,0.00004422427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006425462,"about_ca_system_score_gemma":0.00009210031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149217,"about_ca_topic_score_gemma":0.01043624,"domain_scores_codex":[0.9981746,0.0001210937,0.0005383829,0.0004960405,0.0004307185,0.0002391421],"domain_scores_gemma":[0.9987199,0.00005141369,0.0003004242,0.0004954952,0.0003317912,0.0001009684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004337662,0.0007605923,0.001402403,0.0002760888,0.01354405,0.00005658055,0.471465,0.003025016,0.0005312415,0.4903051,0.0151474,0.003443212],"study_design_scores_gemma":[0.001348095,0.0002576164,0.01310393,0.0003366674,0.009652738,0.000002996613,0.7388219,0.001264257,0.001337408,0.0002307611,0.2316085,0.002035193],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885823,0.0002119467,0.00003421874,0.0001567914,0.0006842465,0.0003070203,0.0003008995,0.0001006163,0.1096219],"genre_scores_gemma":[0.9755064,0.00008337794,0.00006834038,0.0003703439,0.0002538814,0.00005028949,0.00167673,0.00001746582,0.02197316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4900743,"threshold_uncertainty_score":0.9999936,"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."}}