{"id":"W2212212843","doi":"","title":"Time for a New Approach to Environmental Assessments: Promoting Cooperation and Consensus for Sustainability","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Sustainability; Environmental planning; Environmental resource management; Political science; Environmental economics; Business; Economics; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06764308,0.001007763,0.001649811,0.002770198,0.01165571,0.01836423,0.004400113,0.01444961,0.0236576],"category_scores_gemma":[0.09680798,0.0009246978,0.00126416,0.001795009,0.02629794,0.03660842,0.02263721,0.02625812,0.004981125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007884227,"about_ca_system_score_gemma":0.0211031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014539,"about_ca_topic_score_gemma":0.003682273,"domain_scores_codex":[0.9389766,0.03897458,0.00197687,0.005187806,0.0125076,0.002376518],"domain_scores_gemma":[0.8826175,0.05198266,0.007356225,0.01582432,0.01951598,0.02270323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001529111,0.0002193524,0.001327543,0.0005014851,0.0001948493,0.0003382957,0.02345764,0.001298305,0.002105188,0.6586991,0.1534428,0.1582626],"study_design_scores_gemma":[0.00004810011,0.00006921436,0.0007770712,0.0003575775,0.00003145707,0.000162924,0.01173827,0.001325378,0.0005616432,0.7181319,0.2667194,0.00007705788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01256073,0.003086826,0.1958216,0.7038578,0.009365903,0.0002280273,0.000131658,0.000492132,0.07445543],"genre_scores_gemma":[0.6118026,0.002774613,0.2378834,0.08746727,0.006140078,0.001413924,0.0003866611,0.0009591453,0.05117241],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06764308,"threshold_uncertainty_score":0.357735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931172581856181,"score_gpt":0.2846429385178095,"score_spread":0.2753312126992477,"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."}}