{"id":"W2907177465","doi":"10.1002/j.2637-496x.2013.tb00643.x","title":"I‐Zone and Best‐in‐Show Winners","year":2013,"lang":"en","type":"article","venue":"Information Display","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Best practice; Visual arts; Business; Art history; Art; Management; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003241992,0.0000634437,0.000055914,0.0001005659,0.00002046523,0.00005023738,0.00005580982,0.0000475002,0.00005168443],"category_scores_gemma":[0.00002867551,0.00005714386,0.000008744663,0.00005642259,0.0000254131,0.0006968931,0.00002672697,0.00008967188,0.0003558286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001626112,"about_ca_system_score_gemma":0.000001650693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002857614,"about_ca_topic_score_gemma":0.000003045387,"domain_scores_codex":[0.9996925,0.000002137415,0.000116987,0.00003150087,0.00004741499,0.0001094685],"domain_scores_gemma":[0.9998534,0.00001999386,0.00001520506,0.000079998,0.00001297299,0.00001840564],"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":[0.000003258056,0.00001692837,0.006758168,0.0002370687,0.00003095982,0.000001863851,0.002540625,0.01846964,0.0004400746,0.005093231,0.02095401,0.9454542],"study_design_scores_gemma":[0.001490756,0.0001076395,0.4221904,0.0002705792,0.00001496459,0.00003573813,0.005821544,0.2047657,0.04635192,0.004291499,0.3134921,0.001167193],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811262,0.00002388918,0.003949884,0.0002008711,0.000075795,0.00009591604,0.000003774317,0.0003748786,0.01414881],"genre_scores_gemma":[0.9991972,0.00003120028,0.0006095234,0.00003012104,0.000007407383,0.00002535896,0.000008914906,0.000003186619,0.00008708591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9442869,"threshold_uncertainty_score":0.4573575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005577985194813079,"score_gpt":0.1879738158256282,"score_spread":0.1823958306308152,"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."}}