{"id":"W2495290927","doi":"10.1017/cbo9780511794797.010","title":"Planning Under Uncertainty","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plan (archaeology); Work (physics); Shell (structure); Architectural engineering; Scaffold; Engineering; Civil engineering; Mechanical engineering; History; Archaeology","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":[0.001606913,0.001051368,0.0005872857,0.0005594744,0.001196038,0.003896856,0.001011568,0.001543014,0.0174703],"category_scores_gemma":[0.004640537,0.0004570492,0.0005407252,0.001069933,0.003635748,0.003766777,0.002016598,0.002587536,0.002580342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003283704,"about_ca_system_score_gemma":0.003674584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570667,"about_ca_topic_score_gemma":0.007216427,"domain_scores_codex":[0.9988483,0.0005683547,0.00005099379,0.0001610282,0.0002973221,0.00007398455],"domain_scores_gemma":[0.9983096,0.001229711,0.00007853551,0.0001622262,0.0001546423,0.00006528954],"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":[0.0000129864,0.000007684792,0.00006913181,0.0001170103,0.00001809869,0.00006199501,0.0002410067,0.01709543,0.00006563264,0.929662,0.0209497,0.03169949],"study_design_scores_gemma":[0.000005432298,0.000008130244,0.00004151159,0.000122215,0.000004922306,0.00002881043,0.0001214908,0.006381372,0.00006898368,0.9130875,0.08012281,0.000006723658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003349912,0.0194707,0.3269306,0.02259366,0.0008618819,0.0001298512,0.0007777374,0.000251524,0.6256342],"genre_scores_gemma":[0.5094619,0.04011132,0.2018482,0.004012067,0.001243698,0.0007919392,0.001677087,0.0003516492,0.2405021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0174703,"threshold_uncertainty_score":0.05844396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543213420690555,"score_gpt":0.323594390778067,"score_spread":0.1692730487090115,"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."}}