{"id":"W2165765750","doi":"10.1061/9780784413616.218","title":"Development and Applications of a Total Station with a Built-in Crack Scale","year":2014,"lang":"en","type":"article","venue":"Computing in Civil and Building Engineering (2014)","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Scale (ratio); Computer science; Engineering; Geography; Cartography","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":[],"consensus_categories":[],"category_scores_codex":[0.0002063832,0.0001148686,0.0001583579,0.0001583638,0.00002151076,0.00001633153,0.00004577433,0.00004737245,9.221316e-7],"category_scores_gemma":[0.00001186664,0.0001122912,0.000007951694,0.0001399387,0.00001228421,0.00004840572,0.0000289029,0.0001267621,5.265101e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689048,"about_ca_system_score_gemma":0.000007706057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405451,"about_ca_topic_score_gemma":0.00006154455,"domain_scores_codex":[0.9994202,0.000005449361,0.0001926905,0.0001444281,0.0000730668,0.0001641635],"domain_scores_gemma":[0.9997545,0.00007678621,0.00002553787,0.00009118437,0.00001436968,0.00003765214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004528426,0.00002340779,0.004727975,0.0006236684,0.0000146542,0.000001594416,0.001473155,0.9357365,0.01021937,0.001043661,0.00003072956,0.04610075],"study_design_scores_gemma":[0.0004135931,0.00002639625,0.02207294,0.0003747799,0.000005632608,0.00001232153,0.00005337069,0.9699644,0.005399862,0.00008167912,0.001367329,0.0002276802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5798162,0.0001903134,0.4197926,0.00000492312,0.0000297322,0.00006805734,5.255868e-7,0.00005405557,0.00004364444],"genre_scores_gemma":[0.9480387,0.00001687202,0.05187396,0.00000453778,0.00003226734,0.00001021469,0.000002684573,0.00001873732,0.00000205657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3682225,"threshold_uncertainty_score":0.4579102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004385851170369851,"score_gpt":0.190899790325097,"score_spread":0.1865139391547272,"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."}}