{"id":"W2404466944","doi":"10.1017/cbo9780511920943.005","title":"Organizing and disseminating marine biodiversity information: the FishBase and SeaLifeBase story","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dissemination; Marine biodiversity; Biodiversity; Fishery; Geography; Oceanography; Biology; Ecology; Engineering; Geology; Telecommunications","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":[0.01050851,0.0007972809,0.0008061854,0.005690413,0.002776244,0.01203312,0.002549629,0.004568173,0.02715769],"category_scores_gemma":[0.01430643,0.001046619,0.000480381,0.0127869,0.003586641,0.03949547,0.007061528,0.005694813,0.02121127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002470413,"about_ca_system_score_gemma":0.004049906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208443,"about_ca_topic_score_gemma":0.01074942,"domain_scores_codex":[0.997763,0.0004411002,0.0002030879,0.0002289806,0.001184172,0.0001796422],"domain_scores_gemma":[0.9929646,0.003155173,0.0002854513,0.0009647497,0.001532779,0.001097145],"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":[0.000008860903,0.000009953294,0.0001170818,0.0001827386,0.000004451796,0.00004308494,0.0009554519,0.00009368244,0.0001011187,0.04492712,0.8335016,0.1200548],"study_design_scores_gemma":[0.000001612845,0.000001833176,0.00005463064,0.0001104884,9.929352e-7,0.00004095518,0.0001115543,0.00002139685,0.00001851803,0.002109753,0.9975244,0.000003835248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002184848,0.2240306,0.01465731,0.3874709,0.04563032,0.0001652383,0.004985932,0.002350355,0.3185245],"genre_scores_gemma":[0.02014759,0.385992,0.04193658,0.0797741,0.02447449,0.0004442816,0.01067541,0.004858322,0.4316972],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02715769,"threshold_uncertainty_score":0.09085155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569551349095849,"score_gpt":0.171021406645378,"score_spread":0.1553258931544196,"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."}}