{"id":"W2008453843","doi":"10.2118/168511-ms","title":"Teaching an Old Dog New Tricks","year":2014,"lang":"en","type":"article","venue":"SPE International Conference on Health, Safety, and Environment","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Footprint; Plan (archaeology); Process (computing); Environmental planning; Environmental resource management; Computer science; Water resource management; Geography; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008901013,0.001251543,0.0009903196,0.002090032,0.02003975,0.01537749,0.002818926,0.006268755,0.0513004],"category_scores_gemma":[0.01442938,0.0006422407,0.0007731513,0.001119689,0.02599174,0.01563364,0.009685513,0.01858545,0.01924519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01836264,"about_ca_system_score_gemma":0.02270236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1759667,"about_ca_topic_score_gemma":0.3110765,"domain_scores_codex":[0.9933317,0.002323756,0.0001402663,0.0007999288,0.002065842,0.001338412],"domain_scores_gemma":[0.9862743,0.002605684,0.0003678076,0.0009462251,0.004613369,0.005192741],"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":[0.00003471404,0.00009646701,0.0007251514,0.0001308467,0.00001097393,0.0003675595,0.01815303,0.0001149258,0.0003655486,0.06922047,0.8591762,0.05160408],"study_design_scores_gemma":[0.000005867074,0.0000180226,0.0002638728,0.0002879123,0.000003487063,0.000181432,0.01438081,0.00009511597,0.00009799592,0.01403233,0.970611,0.0000219527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006509491,0.01494093,0.01159633,0.6862513,0.02981585,0.0001469767,0.0002893832,0.0009293026,0.2495205],"genre_scores_gemma":[0.1191436,0.01438367,0.01253574,0.2327678,0.008033373,0.0001854676,0.0002431431,0.001015912,0.6116912],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1759667,"threshold_uncertainty_score":0.3498848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06332449916415399,"score_gpt":0.3899896595118565,"score_spread":0.3266651603477025,"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."}}