{"id":"W7034445658","doi":"","title":"THE TYPE COLLECTION OF THE W. P. FRASER HERBARIUM (SASK) OF THE UNIVERSITY OF SASKATCHEWAN","year":2004,"lang":"en","type":"article","venue":"Polibotánica","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Flora (microbiology); Type (biology); Prospection","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":[],"consensus_categories":[],"category_scores_codex":[0.0002593432,0.00004278503,0.00007382891,0.00001256295,0.000302919,0.00000251514,0.0003701638,0.0000472221,0.0002935152],"category_scores_gemma":[0.0001750415,0.00001952025,0.00007346682,0.000400105,0.0005776113,0.00003265848,0.00005408434,0.0001494973,0.000009558729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006991565,"about_ca_system_score_gemma":0.0002382887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02437283,"about_ca_topic_score_gemma":0.03919828,"domain_scores_codex":[0.9993096,0.0001586437,0.00009841174,0.00007302195,0.0002246112,0.0001357078],"domain_scores_gemma":[0.999428,0.0001650129,0.00009498476,0.0002118229,0.00006390129,0.00003631593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002509462,0.0001270121,0.8897428,0.0001410845,0.0002005722,0.000002749884,0.00928016,0.0188209,0.005546628,0.002163034,0.003341376,0.06812424],"study_design_scores_gemma":[0.0002655137,0.0002686986,0.9683055,0.00001991921,0.00001029786,0.000001272889,0.001170224,0.0001788831,0.007632607,0.01513536,0.006970056,0.00004171037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902867,0.000354744,0.000163622,0.003240491,0.0001960343,0.000275126,0.00002840016,0.00000801676,0.005446875],"genre_scores_gemma":[0.9989596,0.0001137585,0.00009339635,0.00003317416,0.00001688483,8.408012e-8,0.000001058919,9.543328e-7,0.0007810988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07856268,"threshold_uncertainty_score":0.982124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338275646534334,"score_gpt":0.2075872094598757,"score_spread":0.1942044529945324,"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."}}