{"id":"W2547218033","doi":"10.2216/16-36.1","title":"Comments on Halat L., Galway M.E., Gitto S. &amp; Garbary D.J. 2015. Epidermal shedding in<i>Ascophyllum nodosum</i>(Phaeophyceae): seasonality, productivity and relationship to harvesting.<i>Phycologia</i>54(6): 599–608.","year":2016,"lang":"en","type":"article","venue":"Phycologia","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Ascophyllum; Biology; Productivity; Botany; Seasonality; Ecology; Algae","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001375591,0.0004315597,0.0005429744,0.0002296502,0.0003153624,0.00008685225,0.0004256093,0.0002577391,0.00108329],"category_scores_gemma":[0.001325635,0.0002997346,0.00008647369,0.0005273272,0.0002839389,0.0004845046,0.0002381344,0.0004436277,0.0007415112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698083,"about_ca_system_score_gemma":0.00008885458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004139623,"about_ca_topic_score_gemma":0.0169281,"domain_scores_codex":[0.9966522,0.0006154706,0.0005182287,0.0009916138,0.0003359276,0.0008866018],"domain_scores_gemma":[0.9968123,0.002100936,0.0002005763,0.0004687195,0.00007005238,0.0003474399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003519484,0.0001077719,0.950462,0.00004036081,0.00002245542,0.00005006295,0.00007453738,0.0001113836,0.0008057721,0.0001571208,0.009693451,0.03812314],"study_design_scores_gemma":[0.0006826629,0.0005379504,0.9719678,0.00008926634,0.00001710012,0.00005345925,0.0000147335,0.00006670022,0.0001962615,0.001849044,0.02408593,0.0004390733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714496,0.0001709503,0.0001005924,0.007438148,0.0006107013,0.0007377277,0.000273831,0.0001335358,0.01908488],"genre_scores_gemma":[0.9928424,0.00002959344,0.0008775139,0.001916124,0.0003337936,0.00002296876,0.0001476736,0.00001223434,0.003817716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03768407,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466561810560311,"score_gpt":0.2641616156681743,"score_spread":0.2294959975625711,"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."}}