{"id":"W6966765901","doi":"10.48448/a8wy-pb50","title":"Cameron Yetman, University of Toronto","year":2024,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Government (linguistics); Perspective (graphical); Work (physics); Agency (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005228771,0.0002493236,0.0003155098,0.0003320246,0.00006986335,0.00003986102,0.001174886,0.0001689133,0.00932295],"category_scores_gemma":[0.00004045698,0.0002529274,0.00007194361,0.0006225992,0.002041407,0.000213554,0.0004185054,0.0001867062,0.01323695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695614,"about_ca_system_score_gemma":0.0007597857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0369223,"about_ca_topic_score_gemma":0.08574678,"domain_scores_codex":[0.9978353,0.00003069778,0.0001544471,0.0007218327,0.0008515051,0.0004062018],"domain_scores_gemma":[0.9987594,0.00001490602,0.0002221354,0.0007292404,0.0001101627,0.00016414],"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":[0.000006328904,0.0000534277,0.00001539683,0.00008628543,0.00003265165,0.00002456022,0.0002743246,0.000005488233,0.002589206,0.005374346,0.9887064,0.002831572],"study_design_scores_gemma":[0.0001641263,0.00006716141,0.00003471364,0.0002823436,0.00008256983,0.000005026584,0.0007983525,0.0009740507,0.0001127936,0.0002410131,0.9969272,0.0003106613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005221644,0.003041244,0.0002105375,0.00005239796,0.000695751,0.0002208256,0.0003173081,0.0004691426,0.9949406],"genre_scores_gemma":[0.008413518,0.0001544187,0.004457338,0.00002232831,0.0001819379,3.156994e-7,0.00002152409,0.0004880894,0.9862605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04882448,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459717363112483,"score_gpt":0.2696714309618806,"score_spread":0.2550742573307557,"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."}}