{"id":"W1551562268","doi":"10.1080/14634980903355897","title":"Foreword","year":2009,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Library science; Compendium; Christian ministry; Sustainability; Political science; Geography; Ecology; Computer science; Law","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":[0.00141116,0.00152694,0.001313675,0.002057923,0.001769544,0.008410623,0.001946973,0.003526993,0.5362996],"category_scores_gemma":[0.009695832,0.0004356166,0.001038326,0.001481289,0.0006740035,0.004592665,0.002687689,0.004148727,0.5206324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128362,"about_ca_system_score_gemma":0.002544286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007830264,"about_ca_topic_score_gemma":0.0009401002,"domain_scores_codex":[0.9983192,0.0001742716,0.0001648869,0.0003316597,0.0008447547,0.0001651508],"domain_scores_gemma":[0.9944458,0.0008127331,0.0002872539,0.0003606963,0.002985315,0.001108155],"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":[0.0000135277,0.00001066138,0.00003173836,0.0001365426,0.000002229746,0.00002876618,0.00001891623,0.00001133552,0.00007818527,0.0006439807,0.9662082,0.03281581],"study_design_scores_gemma":[0.000003936937,0.00001029876,0.00008045529,0.0001092831,0.000001936911,0.00005538383,0.00002966055,0.000009138145,0.00003993487,0.0004185555,0.9992383,0.000003186013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000409892,0.01480018,0.001286936,0.05294615,0.6616947,0.000312871,0.00247714,0.00116393,0.2649082],"genre_scores_gemma":[0.002525523,0.01416367,0.0009075103,0.02641195,0.1938428,0.0002534652,0.003352434,0.001012319,0.7575303],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5362996,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172551336964583,"score_gpt":0.2459480280048673,"score_spread":0.2342225146352215,"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."}}