{"id":"W6910663048","doi":"10.48660/22100072","title":"Perimeter Researcher Talk - 'Into the woods ... ... and through the trees to gravity, amplitudes, and CFTs'","year":2022,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Field (mathematics); Tree (set theory); Window (computing); Perspective (graphical)","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":[],"category_scores_codex":[0.00132952,0.0005575094,0.0005140848,0.0002146595,0.0005905845,0.0004930003,0.001100481,0.0002114927,0.01266344],"category_scores_gemma":[0.0002229543,0.0003121076,0.0001227233,0.0005933024,0.0009476085,0.00008972367,0.002203597,0.0009514635,0.0007667762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785828,"about_ca_system_score_gemma":0.00009193902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01766787,"about_ca_topic_score_gemma":0.02292404,"domain_scores_codex":[0.9962195,0.0008439947,0.0002562364,0.0009368732,0.001058216,0.0006852484],"domain_scores_gemma":[0.9976493,0.0004087868,0.0001496152,0.00157087,0.0000414264,0.0001799772],"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":[0.00007719991,0.00008487553,0.001062954,0.00006073688,0.0003214522,0.00002712841,0.009830024,7.576098e-7,0.0007393737,0.002931515,0.9809068,0.003957152],"study_design_scores_gemma":[0.000350045,0.0001397769,0.004141517,0.00005123618,0.0001031661,0.00002695559,0.001461674,0.000002479903,0.00001828396,0.002845973,0.9904385,0.0004204253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007217258,0.02973492,0.00005013687,0.007484328,0.0003197796,0.00324344,0.0008812621,0.0004984685,0.9505704],"genre_scores_gemma":[0.04876952,0.000698411,0.001542131,0.001868084,0.0009152814,0.0009223646,0.0001314934,0.002474133,0.9426786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04155226,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969435567350828,"score_gpt":0.329881968925306,"score_spread":0.2901876132517977,"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."}}