{"id":"W4225105487","doi":"10.1093/icb/icac021","title":"Evolutionary Patterns in Chemical Composition and Biomechanics of Articulated Coralline Algae","year":2022,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Crustose; Coralline algae; Biology; Thallus; Evolutionary biology; Ecology; Morphology (biology); Zoology; Botany; Lichen; Algae","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003085324,0.0002370309,0.0002427908,0.001056405,0.0004877074,0.0005971648,0.0003041261,0.0005394986,0.001304115],"category_scores_gemma":[0.0006133672,0.000238815,0.000325663,0.0008182466,0.000522978,0.0004731849,0.0007165595,0.0005227654,0.0002650005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266493,"about_ca_system_score_gemma":0.0001496665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072376,"about_ca_topic_score_gemma":0.005014377,"domain_scores_codex":[0.9997854,0.00002798033,0.00001529085,0.00009944031,0.00003989353,0.00003209857],"domain_scores_gemma":[0.9994247,0.00008987262,0.0002253482,0.00006419153,0.0001105435,0.0000853544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004215236,0.00004709376,0.5417028,0.0001200925,0.0001702966,0.0003011743,0.001999607,0.0007946856,0.4305444,0.0005491751,0.0001197306,0.0232294],"study_design_scores_gemma":[0.000002237498,0.00005347524,0.9970315,0.000006073178,0.00001167017,0.0001606297,0.0003018775,0.000429308,0.001517253,0.00006696854,0.0004104614,0.000008519488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991228,0.0001447495,0.000221808,0.00001392655,7.183224e-7,0.000003174633,0.00009369799,0.000004607778,0.0003944449],"genre_scores_gemma":[0.9975012,0.0002109035,0.001314444,0.00002583468,0.000002776666,0.000008881214,0.0003068747,0.00001073426,0.0006183662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002072376,"threshold_uncertainty_score":0.004362702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835097395119129,"score_gpt":0.247289080985634,"score_spread":0.2189381070344427,"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."}}