{"id":"W7051839080","doi":"","title":"Processi di riconoscimento collettivo dei fenomeni urbani : letture sul patrimonio culturale in Iuav Abroad = Collective acknowledgements of urban Phenomena : Visions on Heritage by Iuav Abroad","year":2020,"lang":"it","type":"book-chapter","venue":"AirIuav (Università Iuav di Venezia)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Kingdom; Prestige; Nomination; International market","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002104738,0.001803552,0.002052861,0.0009706444,0.0008078875,0.0002107001,0.001753829,0.001086445,0.001106922],"category_scores_gemma":[0.000133079,0.002197916,0.0006650725,0.001632976,0.0004089522,0.000620046,0.0007644829,0.001758481,0.001153196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867887,"about_ca_system_score_gemma":0.0005330139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596926,"about_ca_topic_score_gemma":0.0001629453,"domain_scores_codex":[0.9940912,0.0001010704,0.001286213,0.002100931,0.001039221,0.001381403],"domain_scores_gemma":[0.9958014,0.0004846781,0.0009570281,0.001184596,0.0007278759,0.0008444281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001558814,0.005397073,0.007358812,0.003240832,0.006646368,0.0009776619,0.02342605,0.01452713,0.02419914,0.04337635,0.8646026,0.004689222],"study_design_scores_gemma":[0.008978739,0.001880427,0.007995853,0.002811809,0.001565017,0.000009924219,0.004421087,0.006197571,0.005613707,0.00120653,0.954864,0.004455345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2810216,0.008964073,0.0008205781,0.006287594,0.002662443,0.01178332,0.0163633,0.001184296,0.6709128],"genre_scores_gemma":[0.8362634,0.002484335,0.000483629,0.0004046487,0.0006569775,0.0002775865,0.001918922,0.000525147,0.1569853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5552419,"threshold_uncertainty_score":0.9998062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009746046192068744,"score_gpt":0.2180501245263613,"score_spread":0.2083040783342925,"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."}}