{"id":"W1541232342","doi":"","title":"Design Innovation and Exploration of Sichuan Embroidery and Sichuan Brocade Tourist Souvenirs","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Tourist industry; Marketing; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.000574271,0.00007229028,0.00009550843,0.0002499983,0.0002279214,0.000248599,0.0002961585,0.00003828125,5.415877e-7],"category_scores_gemma":[0.0002324921,0.00007410051,0.000007221443,0.001336838,0.0004610568,0.002193209,0.00007188295,0.00005164025,0.000003377193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107076,"about_ca_system_score_gemma":0.0008628534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280921,"about_ca_topic_score_gemma":0.001183973,"domain_scores_codex":[0.9990411,0.00002617995,0.0001504431,0.0002436672,0.0002843554,0.0002543],"domain_scores_gemma":[0.99924,0.00003034641,0.00007069777,0.00009917052,0.0002226962,0.0003370195],"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":[0.000009113437,0.0000320083,0.004008189,0.00002133032,0.000006408395,0.00001440624,0.02700253,0.00001018405,0.009291565,0.7224793,0.004930074,0.2321949],"study_design_scores_gemma":[0.004427835,0.003211032,0.06740451,0.0002713029,0.00005780888,0.00009307944,0.03769294,0.05524708,0.07837502,0.6794354,0.06987105,0.003912912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7584202,0.000133827,0.1920011,0.004228494,0.0008735301,0.0005223733,0.000009379777,0.00009678589,0.04371433],"genre_scores_gemma":[0.9974285,0.00000168342,0.002049875,0.0003782334,0.00006013915,0.000005192316,0.000001050749,0.000003148818,0.00007211581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2390084,"threshold_uncertainty_score":0.3021731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08362165611749602,"score_gpt":0.2911666150894915,"score_spread":0.2075449589719955,"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."}}