{"id":"W257134975","doi":"","title":"How to Buy a 3-D Laser Scanner","year":2005,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laser scanning; Purchasing; Scanner; Computer science; Closing (real estate); Process (computing); Software; Field (mathematics); Laser; Work (physics); Systems engineering; Operations management; Engineering; Business; Artificial intelligence; Operating system; Mechanical engineering; Optics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002918621,0.001244843,0.00108399,0.003493732,0.002033134,0.003017786,0.001597562,0.004109211,0.1213198],"category_scores_gemma":[0.01726441,0.001820695,0.001347211,0.00116005,0.0008627134,0.004962405,0.001572656,0.00171835,0.07643488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009364586,"about_ca_system_score_gemma":0.00179081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00594991,"about_ca_topic_score_gemma":0.007775501,"domain_scores_codex":[0.9969182,0.0003475052,0.0002140001,0.0002769417,0.002069877,0.0001734994],"domain_scores_gemma":[0.9874561,0.003434441,0.0004133271,0.002022158,0.005264488,0.001409453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002720229,0.0006316759,0.01240894,0.0007268798,0.00004906605,0.001628794,0.0006365865,0.003530122,0.02798787,0.005616397,0.2155417,0.7309699],"study_design_scores_gemma":[0.0002926302,0.001368796,0.03938842,0.0008830039,0.0001719555,0.009287118,0.003867371,0.01695349,0.01987658,0.01976452,0.8876363,0.0005098342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.09183753,0.00511357,0.4384439,0.04094338,0.004804108,0.006297566,0.004406189,0.02410322,0.3840505],"genre_scores_gemma":[0.1450965,0.002961884,0.7368426,0.005921647,0.001455695,0.001358869,0.004055788,0.005259458,0.09704765],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1213198,"threshold_uncertainty_score":0.4058552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032400935753746,"score_gpt":0.2465764908994792,"score_spread":0.2262524815419417,"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."}}