{"id":"W4245261330","doi":"10.1080/14634988.2016.1165573","title":"Preface","year":2016,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harbour; Port (circuit theory); Environmental planning; Parliament; Natural (archaeology); Political science; Geography; Environmental resource management; Engineering; Law; Archaeology; Politics; Environmental 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":[0.001485089,0.0008795275,0.0006788355,0.002120645,0.003352829,0.004394985,0.001651389,0.001596785,0.5955038],"category_scores_gemma":[0.008564948,0.0003439209,0.000594214,0.002099282,0.0009436853,0.003580692,0.002688269,0.002927681,0.4134804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836823,"about_ca_system_score_gemma":0.003640913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009163953,"about_ca_topic_score_gemma":0.01096211,"domain_scores_codex":[0.9987149,0.0001711967,0.0000848216,0.0002298377,0.0006541476,0.0001452063],"domain_scores_gemma":[0.9962602,0.0004736093,0.0001268781,0.0003630157,0.002223544,0.0005528698],"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":[0.00001247484,0.000008625341,0.00007354727,0.00006596338,0.00000112078,0.00002851059,0.00008533105,0.00002152065,0.00005744366,0.003481852,0.9745634,0.02160036],"study_design_scores_gemma":[0.000001408183,0.000004484844,0.000153733,0.00004955896,4.665335e-7,0.00002465534,0.00007021676,0.000007561124,0.00002186572,0.00062165,0.9990423,0.000001963204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0009633732,0.006056877,0.002843248,0.02080811,0.06864769,0.0004062013,0.01190432,0.001216318,0.8871538],"genre_scores_gemma":[0.004176049,0.003383667,0.001468336,0.005578421,0.008435753,0.0002095801,0.009102784,0.0006632197,0.9669823],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5955038,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352030241087203,"score_gpt":0.2473848609142322,"score_spread":0.2338645585033602,"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."}}