{"id":"W2593472214","doi":"","title":"Acquisizione 3D e modellazione poligonale","year":2010,"lang":"it","type":"book","venue":"NPARC","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000725124,0.0007297944,0.0007982557,0.000140658,0.0006710212,0.0002517222,0.0008690349,0.001131991,0.09919239],"category_scores_gemma":[0.00006024273,0.0006034862,0.0003296114,0.0002198024,0.0003965954,0.0002719767,0.00007396381,0.001673878,0.01487666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002541482,"about_ca_system_score_gemma":0.0004570024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006415743,"about_ca_topic_score_gemma":0.001264716,"domain_scores_codex":[0.9962355,0.0002123147,0.0006392237,0.000943541,0.0009382549,0.001031171],"domain_scores_gemma":[0.9978542,0.0002854741,0.0002923127,0.0007659835,0.0001775561,0.0006244633],"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":[0.0005491385,0.00044527,0.0277614,0.001132443,0.0007997184,0.0007821461,0.003417477,0.001866198,0.01089177,0.00779612,0.5239641,0.4205942],"study_design_scores_gemma":[0.0005998607,0.0003404793,0.006460215,0.0002902076,0.0001411682,0.0001335638,0.0001319864,0.009654347,0.00009948805,0.008894065,0.9717414,0.001513183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02022764,0.0010467,0.00006106444,0.0006892393,0.002637471,0.0004054373,0.0013414,0.0001663699,0.9734247],"genre_scores_gemma":[0.153614,0.001052873,0.00356526,0.0007250501,0.002053216,0.000004322982,0.002489978,0.0000386799,0.8364566],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4477773,"threshold_uncertainty_score":0.9996417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206634462741856,"score_gpt":0.2139889096516976,"score_spread":0.191922565024279,"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."}}