{"id":"W2108069754","doi":"10.1007/978-94-007-1054-2_21","title":"Planning for the Impacts of Megaprojects","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Mining and Resource Management","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Resource planning; Environmental planning; Geography; Resource (disambiguation); Scale (ratio); Environmental resource management; Business; Environmental science; Computer science; 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":[0.0001053975,0.000146891,0.0001652037,0.00006646873,0.00002804624,0.00001057987,0.0001049869,0.00009859004,0.0001399696],"category_scores_gemma":[0.000008027655,0.00008978691,0.00009227108,0.000009691925,0.00001707501,0.000006359047,0.00001617552,0.0001022137,0.00001164666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000164243,"about_ca_system_score_gemma":0.000004651883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002734828,"about_ca_topic_score_gemma":6.835801e-7,"domain_scores_codex":[0.9995511,0.000001367803,0.0001437349,0.00008292773,0.00009406288,0.0001268139],"domain_scores_gemma":[0.9996365,0.00009280415,0.00003631498,0.0001977948,0.00001409488,0.00002251603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001566226,0.000006327614,0.000006733662,0.001483998,0.001293166,0.000009027377,0.001199711,0.06027069,0.00007370693,0.1801688,0.7432349,0.01223731],"study_design_scores_gemma":[0.0001175934,0.0000281806,0.000003141275,0.0001566656,0.00007591015,0.000001395883,0.00007469836,0.003745621,0.0001577718,0.0002386073,0.9952625,0.000137941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002615529,0.002217932,0.004888178,0.00002766142,0.0002127207,0.0002751108,0.000006766928,0.00008387414,0.9922616],"genre_scores_gemma":[0.01058904,0.0001697997,0.0008646594,0.0001179601,0.0001364328,0.0000179145,0.000008207191,0.00009106708,0.9880049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2520276,"threshold_uncertainty_score":0.3661404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562749120031556,"score_gpt":0.2287151456610963,"score_spread":0.2030876544607807,"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."}}