{"id":"W1559788206","doi":"10.22323/1.021.0110","title":"Particle production at HERA","year":2007,"lang":"en","type":"preprint","venue":"Proceedings of International Europhysics Conference on High Energy Physics — PoS(HEP2005)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"HERA; Production (economics); Particle (ecology); Computer science; Particle physics; Physics; Geology","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":[0.002459547,0.001160005,0.0009193425,0.002958503,0.001167402,0.001953616,0.001030867,0.0006006506,0.02308211],"category_scores_gemma":[0.001606728,0.0006045135,0.0008022342,0.002981794,0.0003577374,0.001198952,0.001579791,0.0004340074,0.004050864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097861,"about_ca_system_score_gemma":0.0003260573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538307,"about_ca_topic_score_gemma":0.001852739,"domain_scores_codex":[0.9989277,0.000280578,0.00004276263,0.0002980529,0.0002766328,0.0001742769],"domain_scores_gemma":[0.9982998,0.0005694708,0.0003780172,0.0002510376,0.0003253331,0.00017639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01032126,0.0007372227,0.193054,0.005132813,0.001441233,0.004019616,0.002290939,0.03448889,0.1726878,0.2660672,0.05621462,0.2535444],"study_design_scores_gemma":[0.001824519,0.002893091,0.2790635,0.0008335925,0.001147729,0.005602028,0.000500914,0.04896928,0.2402079,0.1619464,0.2561794,0.0008317129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7419193,0.02204635,0.01889688,0.001827592,0.0004609469,0.0001711834,0.04169134,0.003188101,0.1697983],"genre_scores_gemma":[0.9684222,0.001689681,0.004484945,0.0001910665,0.0001021629,0.0001244247,0.01348853,0.000177783,0.01131916],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02308211,"threshold_uncertainty_score":0.07721734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246599399875814,"score_gpt":0.2908916501863935,"score_spread":0.2584256561876353,"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."}}