{"id":"W2012400772","doi":"10.5539/ass.v4n2p30","title":"Study on Product Design and Space Environment","year":2008,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Connotation; Space (punctuation); Product design; Product (mathematics); Space environment; Function (biology); New product development; Computer science; Variety (cybernetics); Competition (biology); Process (computing); Business; Marketing; Mathematics; Artificial intelligence; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746634,0.0002284588,0.0001757171,0.0009710445,0.001192845,0.002369798,0.0003280331,0.0005327249,0.007626377],"category_scores_gemma":[0.00516095,0.0001596193,0.0002938003,0.001201588,0.002203639,0.002275856,0.0008226921,0.0007301439,0.0005722321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350002,"about_ca_system_score_gemma":0.001173117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427468,"about_ca_topic_score_gemma":0.001535344,"domain_scores_codex":[0.9979355,0.001207022,0.00006927318,0.00020885,0.0004615157,0.0001179159],"domain_scores_gemma":[0.9960749,0.002614597,0.0003364453,0.0002560964,0.0005383804,0.0001795996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003322069,0.00108559,0.1085108,0.001702758,0.00006754859,0.001396286,0.1442952,0.001904075,0.007750863,0.3847233,0.009962816,0.3382685],"study_design_scores_gemma":[0.00005789893,0.001390228,0.1263354,0.0007423091,0.0001007764,0.002686782,0.1159436,0.003589176,0.007964719,0.07178897,0.6693197,0.00008035589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7215435,0.00548123,0.01696725,0.002319963,0.0001195417,0.0001286739,0.00006082602,0.00003189425,0.2533471],"genre_scores_gemma":[0.9722905,0.002473997,0.004419358,0.0003166364,0.00003188982,0.0000420239,0.00003675053,0.00001945222,0.02036945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007626377,"threshold_uncertainty_score":0.02551281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08420140645358097,"score_gpt":0.3443417526788956,"score_spread":0.2601403462253146,"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."}}