{"id":"W2947203848","doi":"10.1080/14615517.2019.1601432","title":"Introducing SEA effectiveness","year":2019,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02297108,0.001323251,0.0007694234,0.003299288,0.007617846,0.02229507,0.002731011,0.007956938,0.05873812],"category_scores_gemma":[0.04424053,0.0005174251,0.001162295,0.00204158,0.01786042,0.02923288,0.01498536,0.01182848,0.01324387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008945578,"about_ca_system_score_gemma":0.01202884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334834,"about_ca_topic_score_gemma":0.003852049,"domain_scores_codex":[0.968689,0.0219733,0.0009040421,0.001613969,0.004797082,0.002022572],"domain_scores_gemma":[0.9686469,0.01988468,0.001134304,0.001653249,0.004720618,0.003960252],"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":[0.00002014089,0.00007319364,0.0005010466,0.0007005128,0.0000163558,0.00009528569,0.0138411,0.0001176966,0.00008680717,0.4818135,0.409228,0.09350633],"study_design_scores_gemma":[0.000007379196,0.00002557536,0.0002009096,0.0009409519,0.0000063343,0.00006050348,0.01024984,0.00006076856,0.00007002254,0.06831834,0.9200456,0.00001377027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002714711,0.01982507,0.01635177,0.4315988,0.03791789,0.0003144924,0.0002038027,0.0005408917,0.4905327],"genre_scores_gemma":[0.2207692,0.04011825,0.04295393,0.2754371,0.02752319,0.002400907,0.0006951403,0.0028266,0.3872757],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05873812,"threshold_uncertainty_score":0.1964986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191526097262881,"score_gpt":0.3704230304747605,"score_spread":0.3585077695021317,"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."}}