{"id":"W3163862021","doi":"10.1111/gcb.15684","title":"Long‐term declines and recovery of meadow area across the world’s seagrass bioregions","year":2021,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Centre of Excellence for Environmental Decisions, Australian Research Council","keywords":"Seagrass; Climate change; Context (archaeology); Temperate climate; Geography; Ecology; Habitat; Ecosystem; Global change; Ecoregion; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001032686,0.0001719866,0.0001599298,0.001817274,0.0002275655,0.0008489066,0.0002861717,0.0002317264,0.0009080362],"category_scores_gemma":[0.002198641,0.0001148968,0.0002675616,0.002551263,0.0003822438,0.0008008895,0.0006826613,0.0002495745,0.0001092565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790476,"about_ca_system_score_gemma":0.000356083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03474521,"about_ca_topic_score_gemma":0.07977671,"domain_scores_codex":[0.9997048,0.00006319849,0.0000390735,0.00009587668,0.0000545752,0.0000424505],"domain_scores_gemma":[0.9982275,0.0002732915,0.000724861,0.0001866772,0.0004688717,0.0001188601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001926419,0.000006500261,0.9901698,0.00004754113,0.0001459608,0.00004714561,0.0004212376,0.0002880471,0.0004969277,0.00008810405,0.0003200198,0.00794937],"study_design_scores_gemma":[4.714326e-7,0.00000892451,0.9986562,0.00001829632,0.00001377792,0.00001996304,0.0004050575,0.0002709915,0.00005873814,0.0000349984,0.0005100658,0.000002667981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997108,0.0006091105,0.0002305748,0.00008566456,0.000003709276,0.000003241514,0.001408987,0.000006929377,0.0005436726],"genre_scores_gemma":[0.9980415,0.0002532283,0.0001975777,0.00002165857,0.000003023721,0.000004220613,0.001357921,0.000002380954,0.0001184854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03474521,"threshold_uncertainty_score":0.06908596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513465785219218,"score_gpt":0.2801519825953888,"score_spread":0.2250173247431966,"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."}}