{"id":"W2123425008","doi":"10.1111/j.1440-1835.2010.00571.x","title":"Research note: Field evaluation of epiphyte recruitment (<i>Vertebrata lanosa</i>, Rhodophyta) in different microsite types on host fronds (<i>Ascophyllum nodosum</i>, Phaeophyceae)","year":2010,"lang":"en","type":"article","venue":"Phycological Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Ascophyllum; Biology; Epiphyte; Frond; Thallus; Intertidal zone; Obligate; Rocky shore; Fucales; Ecology; Botany; Kelp; Algae","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008425662,0.0002368478,0.0004439339,0.0005185831,0.0002551296,0.00007459157,0.000804126,0.0003877985,0.009431408],"category_scores_gemma":[0.002040692,0.0001561447,0.00009925134,0.0009351285,0.0004443051,0.0001111851,0.0002489594,0.002170129,0.0006270463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003238797,"about_ca_system_score_gemma":0.0002213765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00740921,"about_ca_topic_score_gemma":0.02301098,"domain_scores_codex":[0.9935011,0.002399052,0.0004501672,0.0007206501,0.001907054,0.00102202],"domain_scores_gemma":[0.9939796,0.004656201,0.00007857147,0.0005470065,0.0005071223,0.0002315097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002639214,0.001007389,0.283542,0.000100469,0.00004509651,0.0001078417,0.0002350984,0.0001225111,0.1358411,0.0007796411,0.008298861,0.5672808],"study_design_scores_gemma":[0.001485831,0.004545094,0.9300699,0.00007604089,0.00001550947,0.000009311019,0.0001355129,0.006490008,0.03558451,0.007678986,0.01356764,0.00034171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261045,0.0001883536,0.00000623398,0.001417036,0.0004342757,0.00117752,0.0001249215,0.00001977653,0.07052735],"genre_scores_gemma":[0.9980466,0.0001726706,0.0001276032,0.0001847835,0.0003804687,0.00006602982,0.0001768342,0.000006487787,0.0008385656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465278,"threshold_uncertainty_score":0.9992005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2206524082006155,"score_gpt":0.4250546187902584,"score_spread":0.2044022105896428,"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."}}