{"id":"W1855751746","doi":"10.1111/j.1529-8817.2011.01066.x","title":"VARIATION IN ANATOMICAL AND MATERIAL PROPERTIES EXPLAINS DIFFERENCES IN HYDRODYNAMIC PERFORMANCES OF FOLIOSE RED MACROALGAE (RHODOPHYTA)<sup>1</sup>","year":2011,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Algae; Habitat; Photosynthesis; Kelp; Ecology; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434801,0.00009351662,0.0003430442,0.0002859738,0.00002206421,0.000008120954,0.0001464466,0.0001026985,0.0008914183],"category_scores_gemma":[0.00003016483,0.00006364106,0.00002884281,0.000110903,0.000109376,0.0002035305,0.00002202774,0.0001545825,0.000002052571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004862308,"about_ca_system_score_gemma":0.00004934895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002899062,"about_ca_topic_score_gemma":0.005602052,"domain_scores_codex":[0.9989883,0.0001700238,0.0004644189,0.0001094344,0.00008324679,0.0001845986],"domain_scores_gemma":[0.999589,0.00006063224,0.0002314858,0.00004850099,0.00002728234,0.00004307628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001628782,0.00007486906,0.9739983,0.00004353598,0.00002142016,0.00005511906,0.001520833,0.0001117622,0.002117708,0.00005111426,0.000009393751,0.02036715],"study_design_scores_gemma":[0.0006127638,0.00091695,0.9820486,0.00002839964,0.000008919556,0.0001525408,0.0003223442,0.0144318,0.0003695411,0.0009894354,0.0000393959,0.00007927864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975401,0.0001218581,0.000003246356,0.00005297842,0.0001798812,0.00007451456,0.00001344797,0.000002379714,0.002011548],"genre_scores_gemma":[0.9994619,0.0002550393,0.0001586264,0.00002426931,0.00006795676,6.745861e-7,0.000005284409,0.000001516499,0.00002470713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028787,"threshold_uncertainty_score":0.9760405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02037149754322795,"score_gpt":0.1874099784167616,"score_spread":0.1670384808735337,"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."}}