{"id":"W1896259770","doi":"","title":"Impact and Benefit Agreements: A Contentious Issue for Environmental and Aboriginal Justice","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Political science; Economic Justice; Law and economics; Public relations; Law; Sociology","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":[0.001014526,0.0002283824,0.0001911103,0.00004212558,0.000484873,0.00006862132,0.0001396983,0.00008446267,0.000379475],"category_scores_gemma":[0.000008437147,0.0001967956,0.00008798823,0.00005251798,0.0002216992,0.000420143,0.00007276073,0.0005345852,0.00004986936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636166,"about_ca_system_score_gemma":0.00004065921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605276,"about_ca_topic_score_gemma":0.0004569819,"domain_scores_codex":[0.9973119,0.00001752355,0.000268926,0.0002743118,0.000315745,0.001811562],"domain_scores_gemma":[0.9994245,0.00005415028,0.0001487923,0.00009430395,0.00000301443,0.0002753091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004600363,0.0005267759,0.7427619,0.00001547108,0.0003914819,0.00001863474,0.001001053,0.0000213762,0.02891403,0.003316842,0.0002886997,0.2222837],"study_design_scores_gemma":[0.004034388,0.002383043,0.925842,0.0000159375,0.0003704677,0.000853803,0.006583792,0.0000977821,0.0002427313,0.04367822,0.01528064,0.0006172395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939861,0.0009598125,0.003075556,0.0001418584,0.0001253756,0.0002981453,0.00002112677,0.00001182822,0.001380227],"genre_scores_gemma":[0.9907652,0.003920696,0.0003167831,0.0002043765,0.0002028033,0.000006223365,0.000009560935,0.00002506922,0.004549296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2216665,"threshold_uncertainty_score":0.8025094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00513577031477605,"score_gpt":0.2936151601191586,"score_spread":0.2884793898043825,"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."}}