{"id":"W2003077609","doi":"10.1007/s00267-004-0240-5","title":"The Impotence of Cumulative Effects Assessment in Canada: Ailments and Ideas for Redeployment","year":2005,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":266,"is_retracted":false,"has_abstract":false,"ca_institutions":"Staples (Canada); Dalhousie University","funders":"","keywords":"Cumulative effects; Sustainability; Environmental impact assessment; Environmental resource management; Scale (ratio); Environmental planning; Nature Conservation; Geography; Political science; Environmental science; Ecology; Biology","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":[0.0003444125,0.0002465798,0.0002286107,0.00002579294,0.0002472979,0.00002145509,0.0002810363,0.00003526075,0.0001329739],"category_scores_gemma":[0.000005399777,0.0001996093,0.00005646831,0.00008322966,0.0002415714,0.0002103793,0.0005554727,0.000122902,0.00001541226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101697,"about_ca_system_score_gemma":0.00002001224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06052867,"about_ca_topic_score_gemma":0.1228818,"domain_scores_codex":[0.9979745,0.00008085943,0.0004411352,0.0004024826,0.0006244836,0.000476606],"domain_scores_gemma":[0.9992585,0.0001530753,0.0001836335,0.0002743914,7.505361e-7,0.0001296198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001212178,0.0007083177,0.7636989,0.00007886453,0.0002060954,0.00002409334,0.0006445082,0.005078008,0.005325811,0.001223936,0.001943102,0.2209471],"study_design_scores_gemma":[0.001351581,0.0001335253,0.9840674,0.00002877459,0.0000401336,0.000001190038,0.001161987,0.001993692,0.001399273,0.0008152426,0.008758649,0.0002485572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933141,0.0001986849,0.0002633159,0.0006471807,0.0001276776,0.001632406,0.00002262519,0.000008357198,0.003785615],"genre_scores_gemma":[0.995253,0.000515765,0.002637634,0.000331022,0.00001933508,0.0002780612,0.00001052683,0.00002332118,0.0009313733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206986,"threshold_uncertainty_score":0.9457273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004445526027815419,"score_gpt":0.239044968306488,"score_spread":0.2345994422786725,"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."}}