{"id":"W2748437992","doi":"10.5194/isprs-archives-xlii-2-w5-97-2017","title":"HBIM CHALLENGE AMONG THE PARADIGM OF COMPLEXITY, TOOLS AND PRESERVATION: THE BASILICA DI COLLEMAGGIO 8 YEARS AFTER THE EARTHQUAKE (L’AQUILA)","year":2017,"lang":"en","type":"article","venue":"˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Autodesk (Canada)","funders":"","keywords":"Procurement; Agency (philosophy); Directive; Engineering; Work (physics); Legislation; Public work; Architectural engineering; Business; Political science; Public administration; Sociology; Computer science; Law; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002191867,0.0003282935,0.0003494769,0.0002460265,0.002868773,0.001500306,0.00238563,0.00007302976,0.00001978517],"category_scores_gemma":[0.0007890368,0.0001520895,0.0002933348,0.0004437029,0.00742713,0.0007798044,0.0007251758,0.0004436361,0.00000289831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001055659,"about_ca_system_score_gemma":0.0001378684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7314988,"about_ca_topic_score_gemma":0.5272005,"domain_scores_codex":[0.9960744,0.0004635821,0.001058827,0.0003218246,0.001652349,0.0004289522],"domain_scores_gemma":[0.9956589,0.001701041,0.001616918,0.0007020075,0.0002072427,0.0001139054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001726193,0.00001005791,0.008355847,0.00002637372,0.00007543156,2.951073e-7,0.005476711,0.001284403,0.00006286482,0.00002003681,0.00004109725,0.9844742],"study_design_scores_gemma":[0.0003096029,0.00008372741,0.3182017,0.0001507554,0.00002682716,0.00005069637,0.001591494,0.6720654,0.0002291636,0.004801467,0.002347073,0.0001420586],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.535363,0.0002315764,0.4036819,0.03278976,0.002877691,0.002004324,0.0006296397,0.00005724583,0.02236491],"genre_scores_gemma":[0.9983054,0.0002695604,0.0004186241,0.0007038216,0.0001400815,5.03049e-7,0.00003466391,0.000005476926,0.0001218329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9843322,"threshold_uncertainty_score":0.9995362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964370764253895,"score_gpt":0.2558418389989973,"score_spread":0.2161981313564583,"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."}}