{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001094829,0.0001214868,0.0001161105,0.0005956438,0.0003138656,0.0004131515,0.0001577327,0.0001287071,0.001058309],"category_scores_gemma":[0.0002610977,0.0001093168,0.0001234473,0.0005458866,0.0003208383,0.0001556454,0.000316586,0.0001382747,0.0001589702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893357,"about_ca_system_score_gemma":0.0003625282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1582035,"about_ca_topic_score_gemma":0.374312,"domain_scores_codex":[0.9999208,0.000007845903,0.000005685226,0.00003111282,0.00001231753,0.00002214492],"domain_scores_gemma":[0.999675,0.0000567477,0.0001042368,0.00002034438,0.00007019532,0.00007346521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004665468,0.000005981484,0.9882029,0.00001538034,0.00001968236,0.00003887057,0.00017827,0.0001042954,0.009343695,0.00002546288,0.00003882377,0.001980018],"study_design_scores_gemma":[2.846495e-7,0.000005030754,0.9997702,8.290297e-7,0.000002139418,0.00001293428,0.00007806291,0.00004483879,0.0000589668,0.000002568509,0.0000235825,5.528784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992476,0.00003793807,0.00005043254,0.000003535137,4.413254e-7,0.000001805358,0.0002187654,0.00000271099,0.0004367701],"genre_scores_gemma":[0.999582,0.00001683871,0.0000786755,0.000003045398,3.446272e-7,0.000001476625,0.0002097153,8.637584e-7,0.0001069806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582035,"threshold_uncertainty_score":0.3145653,"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."}}