{"id":"W2156604697","doi":"10.1111/j.1529-8817.2005.00078.x","title":"KELP PATCH DYNAMICS IN THE FACE OF INTENSE HERBIVORY: STABILITY OF <i>AGARUM CLATHRATUM</i> (PHAEOPHYTA) STANDS AND ASSOCIATED FLORA ON URCHIN BARRENS<sup>1</sup>","year":2005,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Understory; Abundance (ecology); Ecology; Kelp forest; Grazing; Canopy; Herbivore; Juvenile; Kelp; Perennial plant; Algae; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001453333,0.0001419725,0.0005058329,0.0001331188,0.0000410003,0.000009491356,0.000271834,0.000166461,0.0003321639],"category_scores_gemma":[0.0002057489,0.0000905708,0.00009213854,0.0002182314,0.0002154379,0.0001082473,0.00002884593,0.0005301962,0.000002359447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000216216,"about_ca_system_score_gemma":0.0001028308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297457,"about_ca_topic_score_gemma":0.02888034,"domain_scores_codex":[0.9982005,0.0005398362,0.0006311791,0.0001486561,0.0002227213,0.0002570537],"domain_scores_gemma":[0.9984282,0.0007645302,0.000473058,0.000140177,0.0001248984,0.00006910443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323246,0.0002387842,0.948985,0.00005403815,0.00008047806,0.0000639576,0.002257704,0.002145089,0.0002577026,0.0001354972,0.0007114017,0.04374707],"study_design_scores_gemma":[0.002867875,0.008317341,0.9228045,0.0001233295,0.00009113006,0.000344259,0.01116527,0.04799367,0.0004947719,0.002409319,0.003057366,0.0003311939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950166,0.000366056,0.00001820158,0.001316657,0.000133184,0.0001136161,0.0001473702,0.000003105786,0.002885202],"genre_scores_gemma":[0.9992107,0.0001710289,0.00006167479,0.0004063654,0.00007398478,2.813606e-7,0.0000267893,0.000002581839,0.00004657816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04584858,"threshold_uncertainty_score":0.98884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138784626144499,"score_gpt":0.2129027875643983,"score_spread":0.2015149413029534,"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."}}