{"id":"W1987088634","doi":"10.7872/crya.v35.iss2.2014.105","title":"AlgaeBase: An On-line Resource for Algae","year":2014,"lang":"en","type":"article","venue":"Cryptogamie Algologie","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Taxon; Taxonomic rank; Biology; Genus; Context (archaeology); Algae; Taxonomy (biology); Resource (disambiguation); European union; Ecology; Geography; Computer science","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":[0.004152251,0.003473043,0.003803361,0.01462121,0.003001693,0.01051572,0.007310024,0.002342527,0.1453099],"category_scores_gemma":[0.012168,0.002683885,0.002283176,0.02358449,0.0006911824,0.009249083,0.01039483,0.00402953,0.3847826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739741,"about_ca_system_score_gemma":0.0048471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006825151,"about_ca_topic_score_gemma":0.005922187,"domain_scores_codex":[0.997542,0.0002719701,0.0004302262,0.0005669533,0.0009688606,0.0002199962],"domain_scores_gemma":[0.995047,0.0007356935,0.0004329462,0.001371115,0.001591601,0.0008216072],"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":[0.000281588,0.00007151685,0.0007308035,0.00185368,0.00008587885,0.0001491536,0.0002725754,0.0003350535,0.00315383,0.003326645,0.9347647,0.05497456],"study_design_scores_gemma":[0.00003433779,0.00001132246,0.0005327227,0.0001916781,0.00003032994,0.00008669597,0.00006899953,0.0002068051,0.0007848794,0.002132798,0.9958797,0.00003982988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001091676,0.004045741,0.0313209,0.0006261781,0.000705932,0.0003017834,0.7830984,0.1400326,0.0387768],"genre_scores_gemma":[0.001272514,0.001956835,0.02372792,0.0002785657,0.00009964084,0.0003561381,0.9458617,0.01850447,0.007942262],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1453099,"threshold_uncertainty_score":0.4861102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07244366131219061,"score_gpt":0.3477855599406863,"score_spread":0.2753418986284957,"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."}}