{"id":"W4376109256","doi":"10.1071/aj22035","title":"Collaborative Seismic Environment Plan (CSEP) project – a long-term, consistent, consortium-based approach to environmental approvals","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting","funders":"National Energy Resources Australia","keywords":"Stakeholder; Environmental impact assessment; Stakeholder engagement; Plan (archaeology); Process (computing); Environmental resource management; Engineering; 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":[0.1478324,0.0006707841,0.0005326421,0.003119354,0.008978442,0.01322723,0.004799219,0.007169818,0.01444232],"category_scores_gemma":[0.1336041,0.0009070215,0.0007908699,0.002547402,0.005734122,0.007165577,0.01792721,0.008883203,0.004500736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009978877,"about_ca_system_score_gemma":0.1767349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02531998,"about_ca_topic_score_gemma":0.03580614,"domain_scores_codex":[0.8725897,0.06330252,0.006574938,0.005540839,0.04289541,0.00909659],"domain_scores_gemma":[0.8087412,0.04237593,0.009503338,0.01882731,0.0848677,0.03568447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001703747,0.0005532051,0.003676858,0.0006003276,0.00007192032,0.00133709,0.01116351,0.003041339,0.002224682,0.2592913,0.5133139,0.2045555],"study_design_scores_gemma":[0.00004213104,0.0001695077,0.002643812,0.0004560435,0.00001069595,0.0001907059,0.003693012,0.00112417,0.0007665062,0.01618603,0.974642,0.00007545726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04031858,0.00278643,0.2038889,0.2361051,0.01098179,0.01400005,0.002273963,0.00253456,0.4871105],"genre_scores_gemma":[0.335644,0.003259807,0.2765464,0.05079183,0.002070903,0.01237843,0.006215836,0.002043591,0.3110494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1478324,"threshold_uncertainty_score":0.781822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04504059105327786,"score_gpt":0.3076747906486031,"score_spread":0.2626341995953252,"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."}}