{"id":"W3136709024","doi":"10.1111/maec.12647","title":"Cryptofauna associated with rhodoliths: Diversity is species‐specific and influenced by habitat","year":2021,"lang":"en","type":"article","venue":"Marine Ecology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Habitat; Ecology; Species richness; Ecosystem engineer; Biology; Ecosystem; Rocky shore; Bay; Tide pool; Invertebrate; Population; Species diversity; Oceanography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001451441,0.000150923,0.0002689699,0.00004517493,0.0002714276,0.00003825699,0.000144457,0.0001391316,0.01332132],"category_scores_gemma":[0.000068553,0.0001242307,0.0000289384,0.0001916826,0.0002146242,0.0001028668,0.0002276368,0.0001910187,0.0001054907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008643884,"about_ca_system_score_gemma":0.00004114621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980665,"about_ca_topic_score_gemma":0.04600786,"domain_scores_codex":[0.9988702,0.0001278834,0.0001516847,0.0003751102,0.000113135,0.0003620183],"domain_scores_gemma":[0.9992678,0.000321282,0.00007233363,0.00014722,0.00007161477,0.0001197923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006755824,0.00002584815,0.9769065,0.000004927652,0.00004596791,0.0001405456,0.00006635798,0.000003956766,0.00007901075,0.00008545934,0.01148333,0.01109051],"study_design_scores_gemma":[0.0005060578,0.0002913951,0.9451793,0.000002539819,0.00001413208,0.0000640604,0.0001027782,0.00004513885,0.000143113,0.0007309435,0.05275292,0.0001676601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144067,0.00008773492,0.000007723412,0.0007715081,0.000142391,0.0000771992,0.0001858393,0.00003430437,0.08428663],"genre_scores_gemma":[0.979092,0.0002186077,0.0001695325,0.002060108,0.00004285611,8.642614e-7,0.000894668,0.000003115347,0.01751827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06676836,"threshold_uncertainty_score":0.9875807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147030745018385,"score_gpt":0.1743960259646624,"score_spread":0.1629257185144786,"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."}}