{"id":"W4414063909","doi":"10.3390/d17090629","title":"Evidence in Support of the Kelp Conveyor Hypothesis","year":2025,"lang":"en","type":"article","venue":"Diversity","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; New Brunswick Innovation Foundation; Parks Canada","keywords":"Kelp; Gene flow; Kelp forest; Disjunct; Biological dispersal; Flora (microbiology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690702,0.0003655496,0.0003961614,0.00143397,0.00132902,0.001395017,0.00108441,0.0007455098,0.004139447],"category_scores_gemma":[0.006606136,0.0002161824,0.0002459288,0.001670886,0.003627215,0.0008553556,0.001321309,0.0009303524,0.0002956838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00071884,"about_ca_system_score_gemma":0.0007043422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033346,"about_ca_topic_score_gemma":0.03303557,"domain_scores_codex":[0.9989327,0.0001327398,0.00008970912,0.0004172048,0.0002823285,0.0001453166],"domain_scores_gemma":[0.992108,0.003179716,0.002060438,0.0007652328,0.001194169,0.000692346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005391217,0.00004200666,0.9454549,0.000345447,0.00045244,0.001217907,0.002856709,0.0004685295,0.01420753,0.00493237,0.0006671469,0.02881594],"study_design_scores_gemma":[0.0000390686,0.0001199232,0.9847452,0.0001311172,0.000187235,0.001376239,0.0036974,0.001233479,0.001455497,0.003519383,0.003453088,0.0000422579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859719,0.0006716357,0.001972418,0.0006513849,0.00002322841,0.00001555885,0.0002081003,0.00002517837,0.01046059],"genre_scores_gemma":[0.9987352,0.0002111187,0.0005098192,0.0001569883,0.0000187863,0.000003503722,0.0001081811,0.000003192549,0.0002531451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033346,"threshold_uncertainty_score":0.04043025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732003290561954,"score_gpt":0.2015013885466121,"score_spread":0.1541813556409926,"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."}}