{"id":"W2765289162","doi":"10.21083/surg.v9i2.4082","title":"The Italian Heritage Project","year":2017,"lang":"en","type":"article","venue":"SURG Journal","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Canadiana.org","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002519837,0.0009980031,0.0004006947,0.003930511,0.001494353,0.003729457,0.0007902646,0.0008142883,0.07156861],"category_scores_gemma":[0.002286568,0.000269198,0.0004769506,0.002940507,0.0007674858,0.0009920449,0.003984737,0.0008371598,0.02395275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002226516,"about_ca_system_score_gemma":0.006396064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009786726,"about_ca_topic_score_gemma":0.01300287,"domain_scores_codex":[0.9987416,0.0003545783,0.00004507574,0.0001914684,0.0003932399,0.0002740361],"domain_scores_gemma":[0.9982817,0.0001221006,0.0001552633,0.0003779208,0.0004552619,0.0006076298],"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":[0.0003145608,0.0001443244,0.006717472,0.0006070641,0.00004592378,0.0003739708,0.0008941618,0.0003532713,0.002016291,0.08636694,0.5894067,0.3127594],"study_design_scores_gemma":[0.00001722103,0.00002033701,0.007438715,0.0001021957,0.000009916602,0.0002014482,0.0001944412,0.000115386,0.0002781189,0.001544428,0.9900733,0.000004631976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02791835,0.01539904,0.00801373,0.01650598,0.003943016,0.0003841762,0.02263957,0.001390282,0.9038059],"genre_scores_gemma":[0.2397789,0.01145979,0.02880587,0.003070261,0.002600498,0.001031503,0.06139672,0.002025786,0.6498306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07156861,"threshold_uncertainty_score":0.2394208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04022093608652967,"score_gpt":0.2689926157514563,"score_spread":0.2287716796649266,"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."}}