{"id":"W7114791417","doi":"10.33137/emdr.v5i1.39835","title":"Progetto Pico Project","year":2022,"lang":"","type":"article","venue":"Early Modern Digital Review","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Process (computing); Context (archaeology); Work (physics); Focus (optics); Key (lock)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004031934,0.001242478,0.0009433743,0.004001244,0.0009812205,0.006825128,0.002000746,0.001896554,0.09221114],"category_scores_gemma":[0.008622637,0.0003556169,0.0008139338,0.002902313,0.0008212153,0.004560562,0.003627105,0.003192588,0.08454463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002513787,"about_ca_system_score_gemma":0.005904485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001851982,"about_ca_topic_score_gemma":0.001396357,"domain_scores_codex":[0.9971432,0.0005165161,0.0001278044,0.0003976234,0.001501628,0.0003131873],"domain_scores_gemma":[0.9939204,0.0009093215,0.0003021508,0.0005712927,0.003054399,0.001242395],"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":[0.0001491218,0.00004199784,0.0001569946,0.001638292,0.0000223105,0.00008993464,0.00007069318,0.0001723219,0.0006655862,0.02641593,0.704411,0.2661659],"study_design_scores_gemma":[0.000004434831,0.00001021618,0.00007637679,0.0001641503,0.000004755411,0.00004684229,0.000006043922,0.0000180762,0.0001989329,0.0007617835,0.9987049,0.000003340589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001398933,0.4369017,0.009551127,0.03546992,0.06210807,0.0004069958,0.005049304,0.003970989,0.445143],"genre_scores_gemma":[0.01724549,0.4016913,0.01022023,0.02066817,0.04102228,0.0008184774,0.01038546,0.004654732,0.4932938],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9077889,"threshold_uncertainty_score":0.308477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264449780263614,"score_gpt":0.2586210215546315,"score_spread":0.2321760435282701,"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."}}