{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002011899,0.00008703682,0.000415813,0.00008965642,0.00001689121,0.000006498489,0.0001092251,0.00006412483,0.0004120447],"category_scores_gemma":[0.00002169684,0.000071132,0.00003164447,0.0001316727,0.00009754008,0.00004041456,0.00003272999,0.0001598887,7.793772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003815717,"about_ca_system_score_gemma":0.0002856144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2112562,"about_ca_topic_score_gemma":0.8716492,"domain_scores_codex":[0.9990716,0.00006769742,0.0004709071,0.0001022241,0.0001131806,0.0001744207],"domain_scores_gemma":[0.9992254,0.0002469324,0.0003334908,0.0000601693,0.00006758097,0.00006636367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006196658,0.00002919547,0.9081094,0.00004823797,0.00004592627,0.0003519456,0.00009613587,0.00006503299,0.004678368,0.00006283278,0.0001198903,0.08577333],"study_design_scores_gemma":[0.001378923,0.0003160821,0.9829307,0.00003636666,0.00003095076,0.0003532561,0.0003158706,0.0001484078,0.005967537,0.0005347067,0.007860289,0.0001269461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875952,0.0003816609,0.00001023141,0.0001328858,0.0002034146,0.00004354785,0.00004284408,8.693923e-7,0.01158933],"genre_scores_gemma":[0.9992048,0.00002462421,0.0003952212,0.0001999354,0.00007875668,2.776224e-7,0.000009655402,0.00000181906,0.00008492765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.660393,"threshold_uncertainty_score":0.7939961,"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."}}