{"id":"W2778555468","doi":"10.5539/ass.v14n1p125","title":"Product Design Enhancing Environmental Perception and Encouraging Behavioural Change: Eco-Information – the Relationship of Design Styles and User’s Emotions","year":2017,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Creatures; Product (mathematics); Preference; Psychology; User experience design; Applied psychology; Product design; Resource (disambiguation); Computer science; Human–computer interaction; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001300384,0.00008654819,0.00008696901,0.00008822473,0.002395973,0.0002021561,0.0002110929,0.00005005104,0.000120772],"category_scores_gemma":[0.0001249265,0.00007279512,0.00002256157,0.00009214308,0.001049519,0.001263582,0.00006514432,0.0001174595,0.00002909092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007289165,"about_ca_system_score_gemma":0.00003493967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043379,"about_ca_topic_score_gemma":0.0000219788,"domain_scores_codex":[0.9990495,0.0001638599,0.000174991,0.0001943005,0.0002211654,0.0001961607],"domain_scores_gemma":[0.9994406,0.00007084948,0.0002006195,0.0002066137,0.00002557442,0.00005580651],"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":[0.00006651763,0.00009422501,0.1623792,0.00001279995,0.00001199112,0.000001606902,0.2138119,0.000001582004,0.02699138,0.01286393,0.000621958,0.5831428],"study_design_scores_gemma":[0.0001658797,0.00004989808,0.9810899,0.000008330768,0.00001657693,0.00001167792,0.01804036,0.00005692198,0.00009941706,0.0003391304,0.00003890809,0.00008298615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500607,0.00002915546,0.03714525,0.002631208,0.0002942375,0.0009509933,0.00001121968,0.00003928082,0.008838014],"genre_scores_gemma":[0.9984418,0.000009535363,0.001238271,0.00006277351,0.00008607985,0.00004124094,0.000002352,0.000004460417,0.0001135545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8187107,"threshold_uncertainty_score":0.9989028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084517450664914,"score_gpt":0.3434483543351314,"score_spread":0.23499660926864,"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."}}