{"id":"W7029564431","doi":"","title":"The Kelp Rescue Initiative: Using science to restore resilient kelp forest ecosystems on B.C.’s coasts.","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kelp forest; Kelp; Habitat; Population; Ecosystem; Ecosystem engineer; Disturbance (geology); Climate change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001580233,0.0006936428,0.0002494446,0.0005420623,0.001075104,0.001950546,0.0008071005,0.001254308,0.004037272],"category_scores_gemma":[0.001330453,0.0001554309,0.0003888306,0.0002996272,0.0009703569,0.001263609,0.003137731,0.003047179,0.001121903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220133,"about_ca_system_score_gemma":0.004413339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02786652,"about_ca_topic_score_gemma":0.0500122,"domain_scores_codex":[0.9997322,0.0000499942,0.000007162907,0.00003216315,0.0001136033,0.00006486578],"domain_scores_gemma":[0.9992125,0.0001114228,0.0000567116,0.00003753369,0.0001205478,0.0004612804],"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":[0.0001132834,0.000120003,0.005158542,0.0004474027,0.00005805936,0.0002011548,0.0009560214,0.004082323,0.005869173,0.0173556,0.6694062,0.2962323],"study_design_scores_gemma":[0.00006459036,0.0002240761,0.007474147,0.0003926116,0.00004787262,0.0001013624,0.001159935,0.007854877,0.003018845,0.02240716,0.9571902,0.00006443981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.07125621,0.07264426,0.1464193,0.4607793,0.02876247,0.0008078167,0.009105849,0.008855939,0.2013689],"genre_scores_gemma":[0.4097204,0.08075395,0.2235157,0.04959428,0.004135326,0.000943251,0.01689998,0.001749747,0.2126872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9721335,"threshold_uncertainty_score":0.0554086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005434692778408,"score_gpt":0.2272431360485903,"score_spread":0.1971887891208062,"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."}}