{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001687362,0.0002520108,0.0002126475,0.0000805483,0.0006319891,0.0001353454,0.001275571,0.00006155662,0.0002808385],"category_scores_gemma":[0.000005735765,0.0002591889,0.00008938827,0.0004885528,0.00005926524,0.0002744385,0.0003578702,0.0006833904,0.0000668868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006658213,"about_ca_system_score_gemma":0.0001995062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008795812,"about_ca_topic_score_gemma":0.2511507,"domain_scores_codex":[0.9984931,0.0001912195,0.0002054653,0.0003468293,0.000365572,0.0003977825],"domain_scores_gemma":[0.9988395,0.0001477946,0.00006801445,0.0007198971,0.00004506717,0.0001797407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008901815,0.0001657217,0.9002485,0.00005438151,0.0005215442,0.0007657446,0.001338449,0.01332582,0.07989714,0.0003208225,0.001810029,0.001462815],"study_design_scores_gemma":[0.0008056281,0.00002081884,0.5643286,0.00002177057,0.00009826092,0.00001940795,0.0008804454,0.00004605325,0.005420784,0.00009242168,0.4277312,0.0005345805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965733,0.0003131547,0.000736577,0.0007232834,0.0002755791,0.0002902823,0.0004709161,0.0002465719,0.0003703375],"genre_scores_gemma":[0.9948879,0.00002889144,0.00003527805,0.0007014277,0.00009118544,0.000006973828,0.0001856087,0.00004890221,0.004013872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4259212,"threshold_uncertainty_score":0.9999861,"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."}}