{"id":"W1868463300","doi":"10.1142/s0217751x04022669","title":"LOW X SATURATION DYNAMICS AT HERA?","year":2004,"lang":"en","type":"article","venue":"International Journal of Modern Physics A","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"HERA; Physics; Saturation (graph theory); Dipole; Dynamics (music); Particle physics; Nuclear physics; Statistical physics; Quantum chromodynamics; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001164752,0.0001040996,0.0001347988,0.00007244341,0.00007266617,0.00009905995,0.0003923024,0.00002508214,0.00007588644],"category_scores_gemma":[0.00001074029,0.00009285013,0.0001549078,0.0001002129,0.00003926149,0.000384519,0.0001031666,0.0002051331,0.00005631465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256177,"about_ca_system_score_gemma":0.0001751599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003853276,"about_ca_topic_score_gemma":0.00001484777,"domain_scores_codex":[0.9986916,0.00002682985,0.0003111948,0.000112883,0.0006996808,0.0001577973],"domain_scores_gemma":[0.998841,0.00004048806,0.0002288366,0.0001279519,0.0006655561,0.00009611314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001737834,0.0006347796,0.004115778,0.000002820843,0.0003952091,0.00004137109,0.0005730747,0.7007396,0.02033719,0.2315572,0.000186565,0.04124255],"study_design_scores_gemma":[0.006027576,0.0002559761,0.004568937,0.0002400169,0.00005201852,0.00006651007,0.0001649078,0.600219,0.09112141,0.2952428,0.001526585,0.0005143472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767163,0.00001653768,0.2303831,0.0007724437,0.0003453818,0.00004135418,0.00002603607,0.000005508374,0.001246701],"genre_scores_gemma":[0.9974549,0.000005537957,0.001160073,0.00001978249,0.0009701213,0.000003277624,0.00002958494,0.00001669219,0.0003400505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2302919,"threshold_uncertainty_score":0.3786319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157381678449228,"score_gpt":0.2912822283797671,"score_spread":0.2797084115952748,"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."}}