{"id":"W60871067","doi":"10.1007/b76710_14","title":"Disruption, Succession and Stochasticity","year":2009,"lang":"en","type":"book-chapter","venue":"Ecological studies","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Ecological succession; Disturbance (geology); Ecosystem; Ecology; Context (archaeology); Benthic zone; Marine ecosystem; Environmental science; Regime shift; Benthos; Spatial ecology; Temporal scales; Geography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003993628,0.0003920597,0.0003798583,0.0005458362,0.000346113,0.001597734,0.0005270334,0.000785169,0.005740081],"category_scores_gemma":[0.001267253,0.00024707,0.0002091563,0.001141238,0.002319244,0.001897562,0.0004071394,0.001064179,0.0005993602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057814,"about_ca_system_score_gemma":0.0005382033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591169,"about_ca_topic_score_gemma":0.004842973,"domain_scores_codex":[0.9998538,0.00004546447,0.000007021119,0.00002857338,0.0000515736,0.00001346984],"domain_scores_gemma":[0.9995854,0.0003224707,0.0000260411,0.00002453667,0.00002365328,0.00001768392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009928181,0.00001953835,0.0004483509,0.00010694,0.00001117335,0.00007027031,0.0003449667,0.003847847,0.0002639524,0.9320552,0.01486997,0.04795184],"study_design_scores_gemma":[0.000002683391,0.000008834975,0.001121638,0.00005207665,0.00000514543,0.0001316897,0.0001784684,0.003140467,0.00005745935,0.9059104,0.08938407,0.00000710833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02735531,0.2134858,0.05980911,0.01135521,0.002096904,0.00004751602,0.000215073,0.0001470345,0.685488],"genre_scores_gemma":[0.5151331,0.1319197,0.01811763,0.001493788,0.003354459,0.0001195439,0.0002527003,0.0001118246,0.3294972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005740081,"threshold_uncertainty_score":0.01920247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334252787945711,"score_gpt":0.2992766762387562,"score_spread":0.2359341483592991,"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."}}