{"id":"W2038339945","doi":"10.1115/ipc2002-27314","title":"Mapping Bio-Physical and Cultural Values in the Mackenzie Valley: Preparing a Balanced Development Package","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Environmental resource management; Landform; Geography; Stakeholder; Wildlife; Pipeline (software); Remote sensing; Cartography; Computer science; Environmental science; Ecology; Political science","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":[0.02137903,0.0008807766,0.0005801691,0.006398222,0.004567039,0.004782071,0.002939022,0.001222581,0.007847531],"category_scores_gemma":[0.02268226,0.0008562,0.0004529113,0.004855014,0.001573049,0.004143496,0.00634113,0.001785885,0.001640133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149809,"about_ca_system_score_gemma":0.02955853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07027207,"about_ca_topic_score_gemma":0.09788693,"domain_scores_codex":[0.9931124,0.003319488,0.0004355465,0.0002864778,0.002282727,0.0005633709],"domain_scores_gemma":[0.9860303,0.002289169,0.0007224136,0.0009456699,0.008262526,0.001749896],"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":[0.0001582218,0.0006389437,0.02383608,0.001426562,0.00003174373,0.001095527,0.02322141,0.006666498,0.008242277,0.0129675,0.08507669,0.8366385],"study_design_scores_gemma":[0.0001948122,0.001699736,0.1355047,0.002512252,0.00007989984,0.0006675809,0.09726746,0.01123362,0.008944131,0.02488661,0.7167931,0.0002161023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3455971,0.003855603,0.3164556,0.0864616,0.0009866554,0.06238843,0.02180259,0.00194284,0.1605096],"genre_scores_gemma":[0.2396851,0.003405877,0.6797871,0.001240108,0.0001680731,0.02773389,0.0102249,0.0004125748,0.03734236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9297279,"threshold_uncertainty_score":0.139726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0739108192992586,"score_gpt":0.3545518261839777,"score_spread":0.2806410068847192,"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."}}