{"id":"W6930291169","doi":"10.5281/zenodo.11226300","title":"Linked collectors and determiners for: University of Alberta Freshwater Invertebrate Collection (UAFIC).","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Invertebrate; Biodiversity; Data collection; Natural (archaeology); Citizen science; Fresh water","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":[0.001801961,0.001799522,0.001842496,0.005679559,0.001768104,0.003580765,0.003490471,0.001577266,0.08813513],"category_scores_gemma":[0.007546437,0.001040453,0.0006497744,0.01244409,0.0007081197,0.001120056,0.002121333,0.002152897,0.08863789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006864792,"about_ca_system_score_gemma":0.0146449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4271698,"about_ca_topic_score_gemma":0.6337486,"domain_scores_codex":[0.998579,0.0001095545,0.0001079822,0.0004256061,0.0005267903,0.0002510752],"domain_scores_gemma":[0.9945661,0.0007553918,0.0004171199,0.001115552,0.002418472,0.0007274814],"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":[0.00003027113,0.000006054565,0.0008935793,0.0003670029,0.00001594081,0.00001342573,0.00003173391,0.0001537554,0.0001135078,0.0006680761,0.9953912,0.002315359],"study_design_scores_gemma":[0.00005748191,0.000002926805,0.004174895,0.0002532305,0.00001615782,0.00001816226,0.00007098542,0.0001032692,0.0002315691,0.0008769029,0.9941728,0.00002170813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006258841,0.0000487818,0.00006774272,0.00002184153,0.00001516753,0.000008436126,0.9986066,0.0001538965,0.001014936],"genre_scores_gemma":[0.0003487085,0.00007249099,0.000522345,0.00003059315,0.00000450329,0.00006288002,0.996914,0.0001198667,0.001924616],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4271698,"threshold_uncertainty_score":0.8493668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427642736788866,"score_gpt":0.2054811876674308,"score_spread":0.1912047602995421,"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."}}