{"id":"W1976378660","doi":"10.1007/s12237-011-9400-z","title":"Colonisation of Beach-Cast Macrophyte Wrack Patches by Talitrid Amphipods: A Primer","year":2011,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia; Dalhousie University","funders":"","keywords":"Colonisation; Macrophyte; Ecology; Habitat; Detritivore; Environmental science; Biology; Oceanography; Invertebrate; Geology; Colonization","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":[0.0008272222,0.000319238,0.0002462286,0.0008287131,0.0008062484,0.001576937,0.0008245219,0.0009710033,0.004160064],"category_scores_gemma":[0.0007609994,0.000259667,0.0005133768,0.0006414372,0.0008107225,0.001801803,0.0008471467,0.0006213742,0.0002917848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008013532,"about_ca_system_score_gemma":0.0003828213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007645783,"about_ca_topic_score_gemma":0.0233184,"domain_scores_codex":[0.9997877,0.00005391629,0.00001873425,0.00007198034,0.00001953177,0.00004805879],"domain_scores_gemma":[0.9994598,0.000269362,0.00009607686,0.00003082187,0.00008692827,0.00005699194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007835702,0.0003395094,0.6280904,0.001445996,0.000255715,0.001526982,0.01184412,0.001287198,0.05651745,0.02340136,0.003348186,0.2711595],"study_design_scores_gemma":[0.00003518298,0.0009781484,0.8847247,0.0008147779,0.00019454,0.002281235,0.01506571,0.002040794,0.01494793,0.004558549,0.07427697,0.0000813865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247451,0.02935126,0.009561358,0.002770874,0.0001776192,0.0002062721,0.0005696001,0.00003915015,0.03257873],"genre_scores_gemma":[0.9691125,0.01445293,0.008565716,0.0006426842,0.0001278206,0.00007741557,0.0002291642,0.00001668532,0.006775105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007645783,"threshold_uncertainty_score":0.01520258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660419267744266,"score_gpt":0.2154385681654201,"score_spread":0.1888343754879775,"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."}}