{"id":"W2953254159","doi":"10.1201/9780429025303-7","title":"Seaweed Harvesting: A controversial new industry on the east coast of Vancouver Island, British Columbia","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"East coast; Geography; Fishery; Archaeology; Biology; Physical geography","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":[0.0001903476,0.0002382601,0.0001182602,0.0008895688,0.004185427,0.003440392,0.0006448937,0.001065657,0.01334702],"category_scores_gemma":[0.0002522363,0.0001943139,0.0001321365,0.002064901,0.001159386,0.0008713312,0.0006652967,0.001577436,0.001911667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0123768,"about_ca_system_score_gemma":0.01566423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8563638,"about_ca_topic_score_gemma":0.983984,"domain_scores_codex":[0.9998054,0.000009427923,0.000005682375,0.00002442047,0.000108695,0.00004641932],"domain_scores_gemma":[0.9998103,0.00002417751,0.000007672945,0.000008605568,0.00009873103,0.00005061556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003259867,0.00004962231,0.003853308,0.0005420055,0.000006677172,0.001099394,0.005652562,0.0003799029,0.00317003,0.04436632,0.6011841,0.3396635],"study_design_scores_gemma":[0.000001624352,0.00000655206,0.00502518,0.0001442692,0.000002653869,0.0001091226,0.001486565,0.00005551465,0.0001617731,0.0004414563,0.9925576,0.000007630802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03759766,0.0472785,0.0009612202,0.0294258,0.003327216,0.00006991015,0.0004800405,0.0001270322,0.8807327],"genre_scores_gemma":[0.04322928,0.02749038,0.0006767374,0.002430374,0.0002644353,0.00001492012,0.0002746751,0.00004403103,0.9255751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1436362,"threshold_uncertainty_score":0.2889642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602276032572952,"score_gpt":0.1685463414342233,"score_spread":0.1525235811084938,"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."}}