{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008280713,0.0008346969,0.0009828012,0.008001742,0.00319694,0.002502286,0.001731378,0.0004290864,0.0870715],"category_scores_gemma":[0.003944553,0.0004457042,0.000283399,0.01986304,0.0003788338,0.0007918099,0.00115667,0.0009975947,0.04461192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009527651,"about_ca_system_score_gemma":0.02544494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9215259,"about_ca_topic_score_gemma":0.9707003,"domain_scores_codex":[0.9988922,0.00004707725,0.00007088936,0.0002066979,0.0005721717,0.0002110186],"domain_scores_gemma":[0.9941663,0.0002246207,0.0002515688,0.0003956049,0.004381234,0.0005806437],"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":[0.00003190806,0.0000141512,0.003956063,0.0001600784,0.00001199429,0.00003540715,0.0001021946,0.0000757077,0.0001214517,0.0006912068,0.979897,0.01490271],"study_design_scores_gemma":[0.00001520318,0.000003129354,0.03364572,0.0002021805,0.00001315149,0.00002905833,0.0002838101,0.0001832781,0.0002038152,0.0002948927,0.9650972,0.00002851578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001778341,0.0003175073,0.0002969839,0.0001873717,0.00007003025,0.00005673932,0.9669191,0.000396253,0.02997761],"genre_scores_gemma":[0.006418781,0.0007163034,0.001853524,0.0001438458,0.00002353132,0.0002381939,0.9320464,0.0003898872,0.0581697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9215259,"threshold_uncertainty_score":0.2912832,"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."}}