{"id":"W4380608040","doi":"10.29173/bluejay6335","title":"Rare Vascular Plants of Redberry Lake Biosphere Reserve","year":2022,"lang":"en","type":"article","venue":"Blue Jay","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Biosphere; Nature reserve; Environmental science; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002189563,0.00007095177,0.000148574,0.000003637196,0.0003127602,0.000004919644,0.0002061706,0.0000466639,0.003175942],"category_scores_gemma":[0.00002641258,0.00002781489,0.00007602531,0.0001443222,0.000040951,0.00002848343,0.0001787832,0.0001160804,0.00001763684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006869377,"about_ca_system_score_gemma":0.000004299926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132515,"about_ca_topic_score_gemma":0.006358954,"domain_scores_codex":[0.9992949,0.0001134806,0.000128764,0.0001580286,0.0001434783,0.0001613783],"domain_scores_gemma":[0.9996766,0.00016716,0.00006351724,0.00004614986,0.00001795198,0.00002857573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004181509,0.0007204804,0.6669608,0.00005580976,0.0004421319,0.0002543182,0.00144668,0.000239731,0.1325232,0.0008033076,0.1652451,0.03089031],"study_design_scores_gemma":[0.0001508546,0.0002597755,0.5351976,0.000007965838,0.00001244773,0.00001552637,0.001655346,0.00001330611,0.0009440358,0.0002052961,0.4614081,0.0001297091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955,0.0008576832,6.56996e-8,0.0007873042,0.0001707151,0.00009441029,0.0005722131,0.00002736918,0.001990275],"genre_scores_gemma":[0.9984645,0.00009184784,0.00001665718,0.0001813226,0.00007417874,0.00001948737,0.00009419033,4.378295e-7,0.001057349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2961631,"threshold_uncertainty_score":0.9977353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197662247475314,"score_gpt":0.1958715438930182,"score_spread":0.1761053191454868,"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."}}