{"id":"W6906396977","doi":"10.17181/958p4-6f848","title":"Exotic Signatures Theory Overview","year":2025,"lang":"en","type":"article","venue":"","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Milestone; Task (project management); Brainstorming; Standardization; Standardization; Large Hadron Collider","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009386149,0.0007484533,0.0008756279,0.003088129,0.001472901,0.002847364,0.001499388,0.001454256,0.01859913],"category_scores_gemma":[0.001033511,0.0004211371,0.0007643459,0.001829541,0.001841097,0.003903056,0.002810334,0.002704543,0.006173464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691149,"about_ca_system_score_gemma":0.0008425672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105862,"about_ca_topic_score_gemma":0.0008207005,"domain_scores_codex":[0.9995074,0.0001094735,0.000029843,0.0000949348,0.0001874577,0.00007099826],"domain_scores_gemma":[0.9996529,0.00008875574,0.00003011146,0.00006861037,0.0001063445,0.00005327348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000738746,0.000008029021,0.00006841768,0.0001663735,0.000004729191,0.00005483037,0.00009277052,0.0003126455,0.000346906,0.9713363,0.01208572,0.01551579],"study_design_scores_gemma":[0.000006490612,0.00001855153,0.0002036059,0.0001214154,0.000006212528,0.0004139069,0.0000549067,0.002072492,0.0002939631,0.8396294,0.1571622,0.00001687993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01154019,0.04044372,0.09848901,0.01252312,0.003848779,0.0001118438,0.001214021,0.001174395,0.8306549],"genre_scores_gemma":[0.5505871,0.07581057,0.08638247,0.01370648,0.01177196,0.0007307353,0.0056741,0.002378697,0.2529578],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01859913,"threshold_uncertainty_score":0.06222028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388758935215917,"score_gpt":0.2320188477689859,"score_spread":0.2181312584168267,"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."}}