{"id":"W6893185984","doi":"10.5281/zenodo.14591487","title":"Proceedings RECH7","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Perspective (graphical); The arts; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001222573,0.001120127,0.0004897518,0.001416818,0.001590404,0.005677238,0.001514732,0.001851287,0.5422791],"category_scores_gemma":[0.001381975,0.0002611351,0.0005723973,0.001122938,0.0006348699,0.00172445,0.002719354,0.001343574,0.3221751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274962,"about_ca_system_score_gemma":0.001811586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006249771,"about_ca_topic_score_gemma":0.01110356,"domain_scores_codex":[0.9989377,0.0001482942,0.00003820526,0.0001876591,0.000542985,0.0001450871],"domain_scores_gemma":[0.9991812,0.00009268133,0.00002771655,0.0001145089,0.0003314295,0.0002523509],"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":[0.0002537286,0.0000878111,0.0002142228,0.0002161106,0.00001596809,0.0002157548,0.00009506405,0.0005261175,0.002145006,0.01695409,0.8996177,0.07965841],"study_design_scores_gemma":[0.000005599676,0.000008771826,0.0001421935,0.00002487426,0.000001865687,0.00004388737,0.00003327307,0.00008942613,0.0003413873,0.000835538,0.9984698,0.000003290868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002046838,0.003220452,0.003917516,0.002705518,0.007879671,0.0001603281,0.004584583,0.001256444,0.9742287],"genre_scores_gemma":[0.004959923,0.0007216717,0.0009421372,0.0002240828,0.0004246209,0.0000453808,0.003254991,0.0006571169,0.9887701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5422791,"threshold_uncertainty_score":0.6528833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047943653571559,"score_gpt":0.2529589706663332,"score_spread":0.2224795341306176,"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."}}