{"id":"W2965824033","doi":"","title":"Integrated Parcel Maintenance: Trends and Directions","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Cartography; Regional science; Computer science","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":[0.001535609,0.0002767335,0.0003512559,0.002233767,0.000315039,0.003033395,0.001172559,0.0009621818,0.005281058],"category_scores_gemma":[0.002117232,0.000231995,0.0002204449,0.007162948,0.001028133,0.004256013,0.0006889484,0.0009211308,0.0009678099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356033,"about_ca_system_score_gemma":0.001748109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01326392,"about_ca_topic_score_gemma":0.02024711,"domain_scores_codex":[0.9993153,0.00006485765,0.00005837887,0.0002055636,0.0002669406,0.00008897515],"domain_scores_gemma":[0.9969311,0.0004936637,0.0006211717,0.00009738481,0.001656628,0.0001999335],"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":[0.0002585387,0.0002522155,0.04690024,0.00314259,0.00006890161,0.0001452938,0.001293564,0.002063107,0.002094212,0.04086107,0.03586957,0.8670507],"study_design_scores_gemma":[0.00003287275,0.0005245839,0.1743511,0.002960456,0.0001898993,0.001234909,0.011462,0.01026285,0.004310814,0.0125662,0.7820227,0.00008157185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2089317,0.6429507,0.01372252,0.04842088,0.0009187871,0.00006657836,0.001903246,0.0007159187,0.08236971],"genre_scores_gemma":[0.6954048,0.2791967,0.01156518,0.002658321,0.0007006452,0.00003246552,0.002215483,0.00008636616,0.008140003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01326392,"threshold_uncertainty_score":0.02637339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004778738992552531,"score_gpt":0.1867612738141217,"score_spread":0.1819825348215692,"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."}}