{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003268517,0.0001305732,0.000197676,0.00006251797,0.0008977221,0.00003456066,0.0001405352,0.00006236601,0.0001983742],"category_scores_gemma":[0.0000877229,0.0000831988,0.00002262459,0.00006033772,0.0000735816,0.00007979634,0.0001864627,0.0002784412,0.00004949528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005600481,"about_ca_system_score_gemma":0.00004817921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002422287,"about_ca_topic_score_gemma":0.002432261,"domain_scores_codex":[0.9987949,0.0001030248,0.000319152,0.0002289665,0.0001524043,0.0004015199],"domain_scores_gemma":[0.9994518,0.0001686211,0.0001003882,0.00008218587,0.0001523024,0.00004468997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008449927,0.0003902709,0.2908081,0.000182705,0.0001543004,0.00003597922,0.6324753,0.000008839892,0.0002207294,0.02024336,0.03980856,0.01558738],"study_design_scores_gemma":[0.003816283,0.0001880957,0.3072086,0.0005580771,0.00003392465,0.00003919087,0.1258785,0.04766141,0.00005365115,0.004230428,0.5095857,0.0007460717],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541829,0.0001558377,0.0001685637,0.003498738,0.0003857274,0.0004086177,0.00001205298,0.00002499191,0.04116259],"genre_scores_gemma":[0.9959285,0.0003383057,0.0001700894,0.0009111219,0.000345521,0.0001230047,0.00002935271,0.000005814621,0.002148305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5065967,"threshold_uncertainty_score":0.6904643,"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."}}