{"id":"W3205224058","doi":"10.1680/cm.65147.169","title":"Engineering Meets Public Participation on the Coast in Surrey, British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001339554,0.0003277111,0.0002259097,0.0005262393,0.01623018,0.005176773,0.001039766,0.001724896,0.08742564],"category_scores_gemma":[0.002465565,0.00032329,0.0001735774,0.0008984169,0.002090286,0.001157002,0.003247508,0.001355053,0.005803135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02831368,"about_ca_system_score_gemma":0.09685341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9418918,"about_ca_topic_score_gemma":0.9892337,"domain_scores_codex":[0.9982328,0.000254921,0.00003014409,0.0001540039,0.0005182288,0.0008098854],"domain_scores_gemma":[0.9939148,0.0004530642,0.0001185735,0.0001464108,0.002130605,0.0032365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001426859,0.0004236329,0.03270655,0.00031211,0.00001460938,0.004380091,0.02827504,0.001026418,0.003837566,0.01608117,0.7257639,0.1870362],"study_design_scores_gemma":[0.00001132848,0.00004014901,0.03367661,0.0001186786,0.000004189852,0.0001669094,0.05318085,0.0003848295,0.000275955,0.0006182948,0.9114859,0.00003646125],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1910866,0.001440404,0.001720989,0.03791077,0.0005441814,0.0003860439,0.001517007,0.0003745989,0.7650194],"genre_scores_gemma":[0.4039527,0.0008124296,0.001516452,0.003395256,0.00004590069,0.0001275357,0.0005987667,0.0001219911,0.589429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08742564,"threshold_uncertainty_score":0.292468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808107794896083,"score_gpt":0.2081573916882001,"score_spread":0.1900763137392392,"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."}}