{"id":"W7055497025","doi":"","title":"Complex Unicellular Microfossils from the 1.9 Ga Gunflint Chert, Canada","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acritarch; Reticulate; Ornaments; Lineage (genetic); Morphology (biology)","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":[0.00008859002,0.0003772113,0.0003296894,0.001225941,0.002837466,0.0007646133,0.0005983827,0.0004786713,0.001431739],"category_scores_gemma":[0.0002669165,0.0002402923,0.0002340336,0.001049384,0.0005787756,0.0002524362,0.0006694187,0.0003956551,0.0004105318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004406817,"about_ca_system_score_gemma":0.003174749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7897398,"about_ca_topic_score_gemma":0.928357,"domain_scores_codex":[0.9997867,0.000003058862,0.000005861754,0.00006130445,0.00009075879,0.00005231764],"domain_scores_gemma":[0.9998135,0.000008408515,0.00002091119,0.000005628524,0.0001164057,0.00003516281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004843553,0.00009561023,0.5119571,0.0001826324,0.0001036046,0.01338892,0.01260239,0.0006649577,0.3995801,0.0007305715,0.001479755,0.05873004],"study_design_scores_gemma":[0.000009464464,0.00007033249,0.9780909,0.00003623162,0.00002608365,0.003140979,0.003920691,0.0004466193,0.004487641,0.00005285902,0.009698172,0.00002013659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950746,0.000272907,0.0002424269,0.0000672477,0.00001285481,0.00003174473,0.0006942129,0.00001841686,0.003585737],"genre_scores_gemma":[0.9935522,0.000270534,0.00127608,0.0001065171,0.000005826073,0.00001463907,0.0008343373,0.00001731779,0.003922691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2102602,"threshold_uncertainty_score":0.4229968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08202583982721781,"score_gpt":0.2534394062448269,"score_spread":0.1714135664176091,"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."}}