{"id":"W6925449837","doi":"10.17895/ices.pub.25682475.v1","title":"Effectiveness of a coral conservation area in the Gulf of Maine: distribution along the boundaries and changes in abundance of two deep-water octocoral species over 13 years","year":2015,"lang":"en","type":"other","venue":"Open MIND","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coral; Abundance (ecology); Coral reef; Population; Sampling (signal processing); Marine protected area; Fishing; Coelenterata","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":[0.0002667804,0.0001139686,0.00008542092,0.0007856079,0.0003022697,0.0003088332,0.0002092351,0.0001463267,0.0003904685],"category_scores_gemma":[0.000815326,0.00005750373,0.00007381167,0.0004625903,0.000276401,0.0002932993,0.0004276904,0.0001167053,0.00006401286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000913963,"about_ca_system_score_gemma":0.000465147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07944012,"about_ca_topic_score_gemma":0.2608691,"domain_scores_codex":[0.9998897,0.00001456418,0.000008739486,0.00003021008,0.00003063739,0.00002609465],"domain_scores_gemma":[0.9992445,0.00007651978,0.0003662946,0.00004141529,0.0001427432,0.0001286955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006302068,0.00001946894,0.9878182,0.00001140716,0.00001632564,0.00008049874,0.0005167614,0.0001163475,0.001920489,0.00002394294,0.0001339189,0.009279603],"study_design_scores_gemma":[6.03945e-7,0.00001599416,0.9992618,0.000003967617,0.000003013683,0.00001958277,0.0002555849,0.0001301772,0.0001168149,0.000003316051,0.0001882521,8.786921e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9995822,0.00005289002,0.00002181006,0.00001075352,8.279471e-7,0.00000227993,0.00008351821,0.000001458867,0.0002443227],"genre_scores_gemma":[0.9993667,0.00005898512,0.00008468153,0.000007216019,0.000001056175,0.00000361256,0.0001546114,6.61506e-7,0.0003223789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07944012,"threshold_uncertainty_score":0.1579555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656577603309119,"score_gpt":0.2975523425782943,"score_spread":0.2709865665452031,"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."}}