{"id":"W2118240301","doi":"10.1111/j.1529-8817.2009.00710.x","title":"DISTRIBUTION OF ALGAL EPIPHYTES ACROSS ENVIRONMENTAL GRADIENTS AT DIFFERENT SCALES: INTERTIDAL ELEVATION, HOST CANOPIES, AND HOST FRONDS<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Epiphyte; Biology; Abiotic component; Intertidal zone; Ecology; Ascophyllum; Frond; Host (biology); Abundance (ecology); Biological dispersal; Rocky shore; Algae; Botany; Population","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":[0.0001349001,0.0001334745,0.0003148426,0.00005163498,0.000100981,0.00001327701,0.0001448126,0.00009890061,0.0007036905],"category_scores_gemma":[0.00003290521,0.00009730224,0.00006990886,0.00004923596,0.000186302,0.000124948,0.00003428747,0.0001597448,0.000007906153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002178458,"about_ca_system_score_gemma":0.0000133053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656469,"about_ca_topic_score_gemma":0.001277841,"domain_scores_codex":[0.9989455,0.00008449604,0.0004223927,0.0001408814,0.0001435013,0.0002631788],"domain_scores_gemma":[0.9993621,0.0001103194,0.0003151495,0.00007161489,0.00002651662,0.0001142942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004253434,0.00009419438,0.9628935,0.000009351572,0.00004241248,0.00002560359,0.0002592663,0.00004837261,0.00503224,0.00002274415,0.0006654095,0.0304816],"study_design_scores_gemma":[0.000636199,0.001644111,0.9921812,0.00001294045,0.00001973161,0.0002970024,0.0002157822,0.0003849236,0.001187843,0.0001560549,0.003168785,0.00009542176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983056,0.0004144066,0.00005339499,0.0002939119,0.0001607452,0.00006964111,0.0005105957,0.000003299024,0.0001883927],"genre_scores_gemma":[0.9989857,0.0002623927,0.00002693078,0.0001464818,0.0001296439,2.278497e-7,0.0002960106,0.000001566579,0.0001510101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03038618,"threshold_uncertainty_score":0.7704917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005925927820145322,"score_gpt":0.1985911789700086,"score_spread":0.1926652511498633,"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."}}