{"id":"W2423231142","doi":"10.1002/hfm.20679","title":"The Impact of Image Dimensions toward Online Consumers’ Perceptions of Product Aesthetics","year":2016,"lang":"en","type":"article","venue":"Human Factors and Ergonomics in Manufacturing & Service Industries","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Hanyang University","keywords":"Perception; Product (mathematics); Premise; Structural equation modeling; Value (mathematics); Marketing; Psychology; Uniqueness; Advertising; Sample (material); Consumer behaviour; Business; Social psychology; Computer science; Mathematics; Epistemology","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":[0.0001872928,0.0001927259,0.0002366839,0.0002046409,0.0002521755,0.0001236749,0.0002361109,0.00007712992,0.0001454992],"category_scores_gemma":[0.00005148258,0.0001153088,0.00007229333,0.0001469122,0.0002786479,0.0003892679,0.0001510577,0.0001586286,0.00001001553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005018733,"about_ca_system_score_gemma":0.00004234286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003410212,"about_ca_topic_score_gemma":0.001515748,"domain_scores_codex":[0.9989682,0.00001688052,0.0004728815,0.0002319975,0.0001038867,0.0002061305],"domain_scores_gemma":[0.9990502,0.00009359361,0.0003184375,0.0003345022,0.0001837148,0.00001952527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157819,0.0002197087,0.9420082,0.00009701565,0.00006200813,7.972343e-7,0.000506467,0.00002641593,0.02082094,0.0006471936,0.0004074857,0.03508798],"study_design_scores_gemma":[0.0003926185,0.000006533524,0.9932563,0.00008220414,0.00004567776,9.472226e-7,0.001201697,0.00001276891,0.003689817,0.000308054,0.0008473117,0.0001560516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991187,0.00005804851,0.000002488598,0.0003889602,0.000119883,0.0001994177,0.00004386697,0.0000267271,0.00004192883],"genre_scores_gemma":[0.9995816,0.000186681,0.00001298398,0.00001832198,0.0000452831,0.00000483088,0.00003814647,0.00001722828,0.00009496309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05124811,"threshold_uncertainty_score":0.5155243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783839625352621,"score_gpt":0.2825725373662957,"score_spread":0.2347341411127695,"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."}}