{"id":"W4410860663","doi":"10.1128/aem.00301-25","title":"An experimental test of the influence of microbial manipulation on sugar kelp ( <i>Saccharina latissima</i> ) supports the core influences host function hypothesis","year":2025,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Kelp; Biology; Microbiome; Laminaria digitata; Ecology; Sporophyte; Mutualism (biology); Saccharina; Host (biology); Symbiosis; Algae; Bacteria; Botany; Laminaria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429029,0.0003844639,0.0002764461,0.000174059,0.0003247066,0.0003266864,0.0003206735,0.0002891041,0.00114623],"category_scores_gemma":[0.0003375193,0.0001283356,0.0002929975,0.0001869069,0.0002985257,0.0002520769,0.0007073885,0.0009369293,0.0001540437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233159,"about_ca_system_score_gemma":0.0003480208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001759565,"about_ca_topic_score_gemma":0.003767781,"domain_scores_codex":[0.9996094,0.00006541159,0.00003968556,0.0001420612,0.00007873974,0.00006472509],"domain_scores_gemma":[0.9992746,0.0002366367,0.0001876923,0.00007082133,0.00008349615,0.0001467285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002663014,0.0001640643,0.001878222,0.00002955057,0.000008796233,0.00003588727,0.00004419117,0.0000385962,0.9964755,0.00002606382,0.00001386935,0.001018969],"study_design_scores_gemma":[0.00003661219,0.006990862,0.1104132,0.00002107783,0.00006579669,0.0001090086,0.0005729825,0.001535671,0.8788985,0.0001197041,0.001206572,0.00003012553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987778,0.0000532849,0.0005263105,0.0000251293,0.00000887313,0.00002497928,0.0001764999,0.000009385291,0.000397639],"genre_scores_gemma":[0.995641,0.00006985287,0.002331131,0.0001188007,0.000005409352,0.0001144634,0.0003865544,0.0000116057,0.001321158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001759565,"threshold_uncertainty_score":0.003834486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007107022365278498,"score_gpt":0.175840376536226,"score_spread":0.1687333541709475,"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."}}