{"id":"W2024097429","doi":"10.3152/146155111x12913679730557","title":"A proposal for further strengthening science in environmental impact assessment in Canada","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Underpinning; Scholarship; Political science; Environmental impact assessment; Environmental planning; Public relations; Sociology; Engineering ethics; Engineering; Geography; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06019241,0.0009274269,0.001217773,0.005789791,0.02517545,0.02293154,0.008030403,0.02485896,0.009557299],"category_scores_gemma":[0.07639804,0.0008825669,0.002686667,0.006845404,0.02691307,0.01107192,0.01418738,0.01655971,0.001213934],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1486132,"about_ca_system_score_gemma":0.6517298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701975,"about_ca_topic_score_gemma":0.9758368,"domain_scores_codex":[0.9544128,0.01108765,0.002543541,0.003823066,0.01706599,0.01106692],"domain_scores_gemma":[0.8908712,0.01777705,0.002193618,0.00491671,0.0580086,0.0262327],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001304132,0.0002163286,0.006681735,0.001042118,0.00008989005,0.001224161,0.01230539,0.003460722,0.001504439,0.6509098,0.2302287,0.09220637],"study_design_scores_gemma":[0.0001834955,0.0001749253,0.01116864,0.001469993,0.0001362982,0.0002187017,0.01203827,0.002659126,0.0009398999,0.1233817,0.847311,0.0003180139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008677649,0.003533225,0.008766442,0.9066172,0.004211547,0.0006657529,0.0002618494,0.0002687865,0.06699747],"genre_scores_gemma":[0.3573883,0.008704499,0.1333931,0.3757634,0.003196403,0.00160476,0.000512566,0.000244503,0.1191925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9398076,"threshold_uncertainty_score":0.987488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288696979732466,"score_gpt":0.3587480607470638,"score_spread":0.3358610909497391,"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."}}