{"id":"W2968895817","doi":"","title":"Consequence Assessments and Collaboration to Streamline Project Siting","year":2019,"lang":"en","type":"article","venue":"2019 Spring Meeting and 15th Global Congress on Process Safety","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Environmental planning; Environmental resource management; Computer science; Environmental science","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":[0.01213893,0.001320302,0.001238634,0.007157338,0.001301097,0.003380768,0.001862347,0.001514194,0.007619397],"category_scores_gemma":[0.08689311,0.0006296076,0.0008379495,0.002444494,0.0007607859,0.006050572,0.004752321,0.002066443,0.001601878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119937,"about_ca_system_score_gemma":0.004142351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264171,"about_ca_topic_score_gemma":0.008209697,"domain_scores_codex":[0.9858922,0.006998349,0.001146467,0.002116943,0.003234711,0.0006112484],"domain_scores_gemma":[0.9308035,0.03554342,0.00856304,0.00667475,0.01550018,0.002915089],"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":[0.001321605,0.0009804022,0.06520758,0.0004975852,0.0002414228,0.0004140931,0.002728773,0.05441303,0.006705783,0.028599,0.01525355,0.8236371],"study_design_scores_gemma":[0.0002967799,0.001182432,0.03624008,0.0005154211,0.0003175896,0.0004313379,0.003610406,0.7775576,0.01093973,0.147597,0.02111819,0.0001935118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1228266,0.0005065884,0.8446009,0.001618623,0.0002303754,0.000571468,0.0006225531,0.006046318,0.02297658],"genre_scores_gemma":[0.7353653,0.0001199092,0.2598275,0.0001629235,0.00006178992,0.0003161842,0.00086901,0.0003455025,0.002931926],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01213893,"threshold_uncertainty_score":0.0641976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146350438708458,"score_gpt":0.3254314410027873,"score_spread":0.3139679366157027,"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."}}