{"id":"W4407872184","doi":"10.2139/ssrn.5121870","title":"FEDERAL IMPACT ASSESSMENT FRAMEWORK: A REVIEW OF THE TRENDS AND LEGISLATIVE CHANGES POST RE REFERENCE IMPACT ASSESSMENT ACT","year":2025,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Legislature; Impact assessment; Political science; Public administration; Environmental planning; Geography; Law","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":[0.04142152,0.001455686,0.002175062,0.01550614,0.002002136,0.005036785,0.00436446,0.005222779,0.003844806],"category_scores_gemma":[0.05145106,0.001071681,0.002512576,0.01399261,0.001714167,0.00339261,0.002181511,0.004866881,0.001671941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01462282,"about_ca_system_score_gemma":0.1038269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08503786,"about_ca_topic_score_gemma":0.1225158,"domain_scores_codex":[0.9722943,0.004510661,0.002577307,0.0009161088,0.01883583,0.0008658111],"domain_scores_gemma":[0.9369215,0.01667664,0.007925402,0.0009335655,0.03636422,0.001178637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108586,0.0002189074,0.001299591,0.02184803,0.0003423588,0.0001416467,0.0001838131,0.001000811,0.0008702447,0.0211684,0.3984753,0.55434],"study_design_scores_gemma":[0.00002706992,0.00007791927,0.005826306,0.02434189,0.0004717602,0.0001060712,0.0001175545,0.0002088293,0.0005029211,0.002111918,0.9661627,0.00004503012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008206568,0.9233385,0.002282086,0.04467745,0.003789912,0.0005226224,0.002717327,0.0001848455,0.02166661],"genre_scores_gemma":[0.009933949,0.9448181,0.00990632,0.02320527,0.001717554,0.0006979249,0.002537197,0.00008332734,0.007100344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08503786,"threshold_uncertainty_score":0.2190605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587386150199439,"score_gpt":0.5710385782137053,"score_spread":0.4122999631937614,"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."}}