{"id":"W7054585609","doi":"","title":"Ambience'11 Exhibition","year":2011,"lang":"en","type":"article","venue":"Borås Academic Digital Archive (University of Borås)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Division of Materials Research; Atlantic Canada Opportunities Agency; Loughborough University; De Montfort University","keywords":"Exhibition; Context (archaeology); Originality; Subject (documents); Expression (computer science); Work (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005878461,0.0001472942,0.0001906963,0.0001294251,0.0001308631,0.00001237711,0.0005618908,0.0001357731,0.002454564],"category_scores_gemma":[0.00002082775,0.0001812297,0.0001430948,0.0002200302,0.0003361313,0.000480626,0.0002368378,0.0003327374,0.00006646277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000417564,"about_ca_system_score_gemma":0.00003815027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002324438,"about_ca_topic_score_gemma":0.00002160579,"domain_scores_codex":[0.9990236,0.000007009668,0.0001653861,0.000333071,0.0002059721,0.0002649646],"domain_scores_gemma":[0.9992628,0.00004534299,0.0001916904,0.0003132097,0.00003850709,0.0001484625],"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":[0.000270204,0.000868451,0.05713584,0.0002909041,0.0001464447,0.00007938277,0.004823168,0.00000291417,0.2007392,0.6491835,0.02112255,0.06533746],"study_design_scores_gemma":[0.001786541,0.000282253,0.06862422,0.0004702229,0.00017066,0.00009198883,0.008954301,0.000995771,0.07292211,0.5731614,0.2708885,0.001652116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3954754,0.00002522653,0.01823301,0.0001998715,0.0000132529,0.0001168024,0.0005604335,0.0002701799,0.5851058],"genre_scores_gemma":[0.9938065,0.000104266,0.003944789,0.0000266718,0.00003256971,0.000001389953,0.0001201714,0.00001414537,0.001949522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.598331,"threshold_uncertainty_score":0.9984573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907451624843813,"score_gpt":0.203790312971977,"score_spread":0.1847157967235388,"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."}}