{"id":"W6966910238","doi":"10.48660/18030095","title":"PI Day - Mar. 14th, 2018 - Part 1","year":2018,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Class (philosophy); Component (thermodynamics); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003708825,0.0005010653,0.0005035826,0.000309739,0.00005300683,0.00006109988,0.00060681,0.0005295729,0.2256946],"category_scores_gemma":[0.00008558396,0.0004671908,0.0001455518,0.0002331461,0.0003109252,0.00004990659,0.0001831623,0.0002187496,0.7281103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422043,"about_ca_system_score_gemma":0.0001017801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003742932,"about_ca_topic_score_gemma":0.0008608017,"domain_scores_codex":[0.9978467,0.0001337625,0.0002510237,0.0006683784,0.0004960162,0.0006041577],"domain_scores_gemma":[0.9980201,0.00003503536,0.0003312054,0.001386896,0.00003892797,0.0001879025],"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":[0.000008254104,0.00006355676,0.0002117267,0.00004455772,0.0001447274,0.00002019157,0.00004524774,4.144106e-8,0.00005580102,0.0001155568,0.9985906,0.0006997376],"study_design_scores_gemma":[0.0003043195,0.00004725291,0.00009831355,0.0002807979,0.000106382,0.00000666101,0.000005384399,0.000004027658,0.00004521745,0.0001121089,0.9984294,0.0005601041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008611181,0.0009150444,0.00002622357,0.00006013707,0.002728601,0.0003826816,0.0009093214,0.001128199,0.9938412],"genre_scores_gemma":[0.00002959734,0.00007725167,0.0005540734,0.0001818246,0.006657886,0.0000520306,0.0003488919,0.003313384,0.9887851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5024157,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417241947444142,"score_gpt":0.2644612177530996,"score_spread":0.2402887982786582,"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."}}