{"id":"W4401686649","doi":"10.3390/d16080503","title":"Recolonization of Intertidal Mussels in Nova Scotia (Canada) after Their Mass Disappearance Following the Severe 2023 Winter Cold Snap","year":2024,"lang":"en","type":"article","venue":"Diversity","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Nova scotia; Snap; Intertidal zone; Fishery; Environmental science; Oceanography; Ecology; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002973892,0.00007081177,0.0001114178,0.00005162632,0.0001061551,0.00001620588,0.0002320086,0.00006572478,0.001502294],"category_scores_gemma":[0.00002438455,0.00004900719,0.00004920606,0.0002508044,0.0001114015,0.0001207553,0.00006470172,0.0002105477,0.0001412887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000464858,"about_ca_system_score_gemma":0.000079547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04091787,"about_ca_topic_score_gemma":0.8210461,"domain_scores_codex":[0.9992712,0.0001217037,0.00009960528,0.000167108,0.0001395249,0.0002008366],"domain_scores_gemma":[0.9996256,0.0002019988,0.00001778889,0.0001049178,0.00001879287,0.00003090189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006171469,0.000004206626,0.9982432,0.00003024209,0.00003272025,0.0001092535,0.0004782628,0.0001826532,0.000005338804,0.00000980692,0.0007167641,0.0001258815],"study_design_scores_gemma":[0.0001068146,0.0000205392,0.997835,0.00005613701,0.000009268879,0.000005076427,0.0003133665,0.001142586,0.00008009105,0.0001157801,0.0002515478,0.00006379894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955713,0.0004780798,0.00002339672,0.00105297,0.0008494947,0.000110718,0.00007411865,0.000008297275,0.001831678],"genre_scores_gemma":[0.9994769,0.000007942219,0.00001139164,0.0001456725,0.00001542384,2.889422e-7,0.00002148807,0.00000112438,0.000319779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7801282,"threshold_uncertainty_score":0.9994105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414384957253232,"score_gpt":0.2104261881354799,"score_spread":0.1962823385629476,"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."}}