{"id":"W3133739517","doi":"10.1007/s10811-021-02427-x","title":"Biomass and height of Ascophyllum nodosum after two decades of continuous commercial harvesting in eastern Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Nova scotia; Biomass (ecology); Brown seaweed; Environmental science; Algae; Biology; Geography; Ecology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001959716,0.0002183053,0.0002042614,0.0008220925,0.001580657,0.0007445017,0.000530463,0.0002003389,0.00118801],"category_scores_gemma":[0.000349378,0.0001147544,0.0002028612,0.001492775,0.0003899375,0.0002095304,0.0003539326,0.0003015682,0.0002013174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01361627,"about_ca_system_score_gemma":0.006860265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839151,"about_ca_topic_score_gemma":0.9947245,"domain_scores_codex":[0.9998511,0.000004987621,0.000004881942,0.00002564291,0.00005072548,0.00006252951],"domain_scores_gemma":[0.9993037,0.00002963399,0.00007253751,0.00002060194,0.0004187131,0.0001548317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004183219,0.00008711994,0.9696456,0.00004710753,0.00008829514,0.0003990322,0.001015985,0.0003651894,0.01137481,0.00009303405,0.0008212673,0.01564411],"study_design_scores_gemma":[0.000001135308,0.000009777024,0.9985776,0.000003725656,0.000006114327,0.00002055664,0.0005903629,0.0001047121,0.0002779843,0.000004951703,0.0004001767,0.000002932377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972212,0.0001814616,0.00004814544,0.00003352693,0.00000281448,0.000006813599,0.001240168,0.000005673874,0.001260089],"genre_scores_gemma":[0.9966825,0.0001304795,0.0001009428,0.0000263226,8.911915e-7,0.000003908097,0.001042609,0.000002728448,0.002009468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01608491,"threshold_uncertainty_score":0.09879345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007480513934655173,"score_gpt":0.197550410176728,"score_spread":0.1900698962420728,"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."}}