{"id":"W4313888273","doi":"10.1007/s10811-022-02899-5","title":"Concise review of the red macroalga dulse, Palmaria palmata (L.) Weber &amp; Mohr","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Norges Forskningsråd; Danmarks Tekniske Universitet","keywords":"Biomass (ecology); Biology; Intertidal zone; Ecology; Range (aeronautics); Red algae; Algae; Botany; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008129904,0.0001286618,0.0004743505,0.0000928513,0.00006952252,0.000007233336,0.0005060137,0.0001161764,0.005961442],"category_scores_gemma":[0.00009440731,0.00007537415,0.0001535914,0.0004537115,0.0001349088,0.00004068988,0.00007522339,0.0003099087,0.0002035904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003260123,"about_ca_system_score_gemma":0.0001201204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001460537,"about_ca_topic_score_gemma":0.0008092643,"domain_scores_codex":[0.9986299,0.0001156119,0.0006165493,0.0001393713,0.0002285107,0.0002700085],"domain_scores_gemma":[0.9986425,0.0003322837,0.0006015888,0.0002435135,0.00009336999,0.00008672292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237466,0.00008652209,0.08336861,0.001779706,0.0003573024,0.0001943912,0.000203987,0.00046211,0.004272748,0.00224706,0.6782991,0.227491],"study_design_scores_gemma":[0.0007317495,0.0002089947,0.1425349,0.000298826,0.0001094817,0.0004269074,0.00006015926,0.0000821736,0.0002549156,0.006393346,0.848719,0.0001795976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4836797,0.007621534,0.00002972659,0.01105389,0.003579513,0.001066681,0.0003509719,0.00005783372,0.4925601],"genre_scores_gemma":[0.9723002,0.01732842,0.0003922418,0.005769548,0.0004566481,0.000003337364,0.0001780907,0.00000929551,0.003562229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4889979,"threshold_uncertainty_score":0.9949473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606779234032594,"score_gpt":0.2262891689892469,"score_spread":0.210221376648921,"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."}}