{"id":"W2626097300","doi":"10.1061/9780784480847.013","title":"Towards Developing an Ontology for Earthwork Operations","year":2017,"lang":"en","type":"article","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Ontology; Computer science; Earthworks; Domain (mathematical analysis); Knowledge management; Information exchange; Data exchange; Software engineering; World Wide Web; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008058405,0.001070024,0.001169348,0.005913465,0.002795208,0.006923052,0.00304154,0.002551958,0.001747837],"category_scores_gemma":[0.008328844,0.001267018,0.003690543,0.004996741,0.003527338,0.01298652,0.006046135,0.006021104,0.001181006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757748,"about_ca_system_score_gemma":0.01266455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047825,"about_ca_topic_score_gemma":0.01731381,"domain_scores_codex":[0.994932,0.001465434,0.0009884996,0.0006405242,0.001599553,0.0003740537],"domain_scores_gemma":[0.9958242,0.001205705,0.0004832121,0.0007664564,0.001396945,0.0003235322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000257341,0.0002456316,0.001280909,0.0004894663,0.000073267,0.0007101278,0.004339118,0.0144144,0.004884842,0.8778319,0.007155286,0.08854943],"study_design_scores_gemma":[0.00005848359,0.00007159596,0.001637388,0.001468326,0.0001529544,0.001102559,0.006016735,0.125336,0.00540021,0.4567657,0.4018162,0.0001737685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003521325,0.0003417162,0.9845316,0.001334817,0.0001530665,0.0005742472,0.000484976,0.000493827,0.008564458],"genre_scores_gemma":[0.02279486,0.0008190191,0.9717022,0.0003163951,0.00004710002,0.0005534266,0.00161355,0.00014039,0.002012957],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02047825,"threshold_uncertainty_score":0.04261738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314021745691838,"score_gpt":0.2847667412021141,"score_spread":0.2516265237451958,"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."}}