{"id":"W3202689885","doi":"10.1038/s43016-021-00396-5","title":"Author Correction: Harnessing the diversity of small-scale actors is key to the future of aquatic food systems","year":2021,"lang":"en","type":"erratum","venue":"Nature Food","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Key (lock); Diversity (politics); Scale (ratio); Computer science; Data science; Geography; Ecology; Biology; Sociology; Cartography; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003105624,0.00026396,0.0003631735,0.00004863024,0.0003544457,0.0000563749,0.0008743896,0.0004538842,0.0002834623],"category_scores_gemma":[0.00004232014,0.0001543477,0.0002231062,0.0006392053,0.0001026983,0.00005418398,0.005708464,0.001227841,0.00001670201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458315,"about_ca_system_score_gemma":0.00003609633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000662989,"about_ca_topic_score_gemma":0.00906943,"domain_scores_codex":[0.9981627,0.0001279361,0.0002688495,0.0004126508,0.0007923007,0.0002355058],"domain_scores_gemma":[0.998859,0.0000587039,0.0003157874,0.0006627963,0.00003392523,0.00006976473],"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":[0.00001698912,0.0000647919,0.0006204907,0.000171687,0.0001293662,0.000001713766,0.002013997,0.0001128762,0.0000118306,0.00005548634,0.9781762,0.01862454],"study_design_scores_gemma":[0.0001086147,0.0002905749,0.00769072,0.0001967666,0.0002028529,0.000004664699,0.003134964,0.0001822315,0.0001000935,0.00007860174,0.9878045,0.0002053699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0412795,0.02391669,0.001758597,0.04875211,0.4287468,0.006181989,0.0009346524,0.000213495,0.4482162],"genre_scores_gemma":[0.7059299,0.00008508089,0.00007347834,0.0005393184,0.001557408,0.00002624158,0.00007506555,0.00003097162,0.2916826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6646504,"threshold_uncertainty_score":0.7115192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058596679333838,"score_gpt":0.2084636663595439,"score_spread":0.1978776995662055,"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."}}