{"id":"W2616369579","doi":"","title":"How can we detect and address critical choke points for achieving Good Environmental Status","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Choke; Environmental resource management; Critical infrastructure; Business; Environmental planning; Environmental science; Computer science; Natural resource economics; Geography; Computer security; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004189129,0.0006753908,0.0005098911,0.002502649,0.00159876,0.005536212,0.001119226,0.002441701,0.008855073],"category_scores_gemma":[0.03395322,0.0003227961,0.0004201528,0.001255501,0.001950421,0.008999668,0.002058444,0.001956715,0.001925044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001544375,"about_ca_system_score_gemma":0.003314036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421092,"about_ca_topic_score_gemma":0.02489597,"domain_scores_codex":[0.9985673,0.0004459368,0.0000656407,0.0002639821,0.0004105977,0.0002465615],"domain_scores_gemma":[0.9903079,0.002867881,0.00141788,0.0009560154,0.003749679,0.0007007077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004030831,0.0005831125,0.2473205,0.0005353503,0.0003004411,0.0003503568,0.003249503,0.02256087,0.01068258,0.1018444,0.03403486,0.5781349],"study_design_scores_gemma":[0.00006115152,0.0003448722,0.1568011,0.0003616106,0.0003362269,0.0005428733,0.02181886,0.09366034,0.01311697,0.6521322,0.06054221,0.0002816371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4173718,0.001709052,0.4180845,0.05913175,0.001286853,0.0004857643,0.001631616,0.001644461,0.09865433],"genre_scores_gemma":[0.9006222,0.0007982149,0.08956923,0.001602171,0.0001287209,0.0001792211,0.0003252393,0.0001722046,0.006602771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01421092,"threshold_uncertainty_score":0.02962315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009610213583824271,"score_gpt":0.2518911204891914,"score_spread":0.2422809069053672,"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."}}