{"id":"W6892223118","doi":"10.5061/dryad.cg8r0","title":"Data from: Grazing damage and encrustation by an invasive bryozoan reduce the ability of kelps to withstand breakage by waves","year":2014,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Kelp; Saccharina; Breakage; Laminaria; Bryozoa; Laminaria digitata; Grazing; Frond","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":[0.00129939,0.001402059,0.001219946,0.003441246,0.0006577245,0.001539532,0.002211384,0.00137731,0.0309985],"category_scores_gemma":[0.007285504,0.0005361895,0.001080257,0.005382637,0.0003937561,0.0008915115,0.001622764,0.001180731,0.01803068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725649,"about_ca_system_score_gemma":0.002823363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05887524,"about_ca_topic_score_gemma":0.0762297,"domain_scores_codex":[0.9989061,0.0001471814,0.0002236983,0.0002982262,0.0002473799,0.0001773426],"domain_scores_gemma":[0.9974377,0.0007307539,0.0004758326,0.0003658274,0.000780677,0.0002090616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002310266,0.00006135694,0.0119966,0.003183564,0.0002247507,0.00008253329,0.0001261739,0.001114096,0.0004933755,0.001033929,0.976478,0.004974569],"study_design_scores_gemma":[0.0006193556,0.00003652096,0.04490569,0.0008869583,0.000186411,0.0001366695,0.0003091205,0.001145239,0.001095925,0.001228602,0.9493672,0.00008227362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004911075,0.00006665014,0.00004700222,0.0000459252,0.00001134063,0.00001073541,0.9989213,0.00007677547,0.0003291616],"genre_scores_gemma":[0.001768755,0.00008452854,0.0003505111,0.00003346226,0.000005920385,0.0001072811,0.9971036,0.00003778086,0.0005081434],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05887524,"threshold_uncertainty_score":0.1170651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059630519756478,"score_gpt":0.2952050996801844,"score_spread":0.2646087944826196,"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."}}