{"id":"W6899334305","doi":"10.5886/ujwtvvs2","title":"University of British Columbia Herbarium (UBC) - Algae Collection from University of British Columbia","year":2013,"lang":"en","type":"other","venue":"Canadensys","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Algae; Fish <Actinopterygii>; Research council; Fisheries Research; On board; Foundation (evidence)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001510864,0.0002539381,0.001193847,0.0001472586,0.0002375049,0.0002047383,0.0009107655,0.001067597,0.06742817],"category_scores_gemma":[0.00004017477,0.0008903017,0.0003109111,0.0009123144,0.0008386851,0.0001561514,0.0002510348,0.0004874863,0.0006040392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316749,"about_ca_system_score_gemma":0.001309219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996835,"about_ca_topic_score_gemma":0.9999029,"domain_scores_codex":[0.9970772,0.000322835,0.0003393482,0.0009777363,0.0006829858,0.0005998525],"domain_scores_gemma":[0.997135,0.00006464038,0.001026256,0.0008211697,0.0004977908,0.0004551042],"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":[0.00001665299,0.0001079799,0.01082718,0.0001635861,0.0005353497,0.0006773362,0.00007942792,0.000002806183,0.0001582811,7.173346e-7,0.9867617,0.0006689192],"study_design_scores_gemma":[0.002262694,0.00008536828,0.1332915,0.001241843,0.0005593612,0.00007179126,0.001603648,0.0000749963,0.000001568795,0.00003129187,0.8599676,0.00080832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2773871,0.002577977,0.0001102395,0.00003048386,0.00194542,0.002853188,0.1319613,0.0009016148,0.5822326],"genre_scores_gemma":[0.01826608,0.0003492575,0.0004386933,0.00001861117,0.0001485633,7.027004e-7,0.000952467,0.0006637521,0.9791619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3969293,"threshold_uncertainty_score":0.9993548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005028234659792916,"score_gpt":0.1465932941696041,"score_spread":0.1415650595098112,"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."}}