{"id":"W4406202391","doi":"10.29173/bluejay6400","title":"Nature Saskatchewan Members Spotlight: Lorne Scott","year":2024,"lang":"en","type":"article","venue":"Blue Jay","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008305327,0.0001485547,0.0001090678,0.00002799626,0.00009163631,0.00001215887,0.0001899644,0.0001185662,0.006901011],"category_scores_gemma":[0.000002916682,0.0001144287,0.00009937291,0.0001853759,0.001031983,0.0001390457,0.0001294,0.0003103784,0.005875889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351668,"about_ca_system_score_gemma":0.00001508088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210023,"about_ca_topic_score_gemma":0.0001517616,"domain_scores_codex":[0.9989446,0.00002286723,0.0001140337,0.0003737425,0.000315907,0.0002288846],"domain_scores_gemma":[0.9996266,0.00002513739,0.00002444682,0.000195876,7.638668e-7,0.0001271501],"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":[0.00006278122,0.0003360042,0.004505618,0.00009612141,0.0001115017,0.0008243719,0.01654716,0.002688565,0.04397648,0.0008083343,0.8801689,0.0498742],"study_design_scores_gemma":[0.00007007994,0.00003557286,0.005911583,0.00002816869,0.00001607486,0.00004234482,0.001496507,0.0001958948,0.001390467,0.0001517045,0.9904503,0.0002113417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897292,0.002671808,0.0001581613,0.00207566,0.001030314,0.0001706143,0.00001542529,0.0002223483,0.09636367],"genre_scores_gemma":[0.9393734,0.00005143796,0.0005242013,0.001154115,0.000152202,0.000009777931,0.0000091277,0.0000289227,0.0586968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102814,"threshold_uncertainty_score":0.9948981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003788087255323981,"score_gpt":0.197119030643634,"score_spread":0.19333094338831,"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."}}