{"id":"W2333888060","doi":"10.3354/meps10700","title":"Disease as a control of sea urchin populations in Nova Scotian kelp beds","year":2014,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Strongylocentrotus droebachiensis; Kelp; Sea urchin; Kelp forest; Outbreak; Population; Fishery; Nova scotia; Biology; Ecology; Oceanography; Bay; Geography; Demography; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001885661,0.0001092171,0.00009907164,0.0004099725,0.0003034437,0.0003785237,0.0001773859,0.0001293508,0.0007529943],"category_scores_gemma":[0.000540633,0.00007392762,0.0001098317,0.0003225663,0.0003118103,0.0001354169,0.0002854265,0.0001285276,0.00009160671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339753,"about_ca_system_score_gemma":0.00118251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4862755,"about_ca_topic_score_gemma":0.6974119,"domain_scores_codex":[0.9998914,0.00001411625,0.00000966742,0.00002319693,0.000025182,0.0000364411],"domain_scores_gemma":[0.9994797,0.00003875367,0.0001876544,0.00002780106,0.0001322803,0.0001338524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000763658,0.00002081272,0.9882537,0.00002228809,0.00001789922,0.0001299335,0.0001732586,0.0003738327,0.006389474,0.00004458424,0.0002796992,0.004218078],"study_design_scores_gemma":[0.000001301928,0.00001247033,0.9995593,0.000002240362,0.000001576021,0.00001425874,0.00007691541,0.0001263792,0.00009797931,0.00000418346,0.0001026649,7.692068e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990038,0.0001275054,0.00003442233,0.00003620733,0.000002406941,0.000006260097,0.0002073953,0.000002384168,0.0005795637],"genre_scores_gemma":[0.9993963,0.00008460485,0.00005890839,0.00001425461,0.000001519539,0.000003015708,0.0001616418,6.251216e-7,0.0002791477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5137244,"threshold_uncertainty_score":0.9668902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277913916593503,"score_gpt":0.2316850694006574,"score_spread":0.2189059302347224,"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."}}