{"id":"W4380049969","doi":"10.3390/d15060750","title":"Mass Bleaching in Intertidal Canopy-Forming Seaweeds after Unusually Low Winter Air Temperatures in Atlantic Canada","year":2023,"lang":"en","type":"article","venue":"Diversity","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intertidal zone; Canopy; Oceanography; Algae; Thallus; Nova scotia; Environmental science; Biodiversity; Biology; Ecology; Botany; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659527,0.0001015924,0.0001362406,0.0001507026,0.00008751443,0.00001724804,0.0001927571,0.00004990139,0.0003789859],"category_scores_gemma":[0.00001679831,0.00008812449,0.00002521761,0.000260281,0.0000231735,0.0001322143,0.0001430443,0.0002205112,0.00004527844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305527,"about_ca_system_score_gemma":0.00009645507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9633269,"about_ca_topic_score_gemma":0.9967913,"domain_scores_codex":[0.9991733,0.00005490018,0.0001165367,0.0001942565,0.0001314955,0.0003294565],"domain_scores_gemma":[0.9997652,0.00006439413,0.00002123851,0.00007520463,0.000009266462,0.00006465708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009933457,0.000003420764,0.9955565,0.00001835588,0.000006574098,0.0009323365,0.000345428,0.0002758727,0.00001859082,0.000002946071,0.000688813,0.002051799],"study_design_scores_gemma":[0.0001899901,0.00002668236,0.9959808,0.00003226248,0.000002826606,0.000007088057,0.0005874224,0.00132538,0.00002179194,0.00003602334,0.001660526,0.0001291802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947417,0.00001544452,0.000001443243,0.0002120268,0.0002536809,0.00006297557,0.00007791739,0.00002046043,0.004614296],"genre_scores_gemma":[0.9980109,0.000007375213,0.000007714466,0.0005344149,0.0000309319,3.368901e-7,0.0002003047,0.000001381597,0.001206686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03346439,"threshold_uncertainty_score":0.414963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006380605267741184,"score_gpt":0.1706938919719522,"score_spread":0.1643132867042111,"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."}}