{"id":"W3099809779","doi":"","title":"HistFitter software framework for statistical data analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Computer science; Large Hadron Collider; Software; Data analysis; Interface (matter); Data mining; Programming language; Particle physics; Physics","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":[0.007778423,0.002171383,0.001698224,0.003199427,0.0007635455,0.00395711,0.004554114,0.001417583,0.07805178],"category_scores_gemma":[0.0240492,0.001938352,0.002968208,0.002929026,0.001029918,0.003112041,0.003200307,0.004126152,0.04045564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177055,"about_ca_system_score_gemma":0.003617673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00431452,"about_ca_topic_score_gemma":0.00445996,"domain_scores_codex":[0.9965873,0.0009983798,0.0005701066,0.0005472736,0.001067876,0.0002289711],"domain_scores_gemma":[0.9862597,0.008532094,0.0007794604,0.002226052,0.001904272,0.0002983422],"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":[0.0007503167,0.0001716165,0.004600063,0.00284883,0.0007546655,0.0008607633,0.0008345371,0.02306426,0.005691646,0.05055939,0.6668038,0.2430601],"study_design_scores_gemma":[0.000732434,0.0001489239,0.004225911,0.0007183691,0.0002748102,0.001255151,0.0002072887,0.1331338,0.01556535,0.203812,0.639564,0.0003619382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0007633897,0.0003888199,0.7096587,0.000377307,0.0001949336,0.0004155074,0.026029,0.2589857,0.003186573],"genre_scores_gemma":[0.01712207,0.0006758925,0.8494324,0.001170254,0.0002210615,0.004927557,0.04515483,0.07480397,0.006491891],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.07805178,"threshold_uncertainty_score":0.2611092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02905752531961155,"score_gpt":0.3292178949305044,"score_spread":0.3001603696108928,"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."}}