{"id":"W7094611054","doi":"","title":"RefSponse: A Literature Evaluation System for the Professional Astrophysics Community","year":2004,"lang":"en","type":"article","venue":"","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Information system; Scientific literature; The Internet","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04842314,0.003010366,0.002944547,0.04324577,0.001926935,0.006791473,0.003495004,0.001494381,0.05299302],"category_scores_gemma":[0.1490041,0.001551095,0.002304194,0.02837397,0.0005236864,0.007296358,0.006646696,0.001296648,0.02763291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202498,"about_ca_system_score_gemma":0.009025153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637875,"about_ca_topic_score_gemma":0.008730606,"domain_scores_codex":[0.9700791,0.01000049,0.008864035,0.002043657,0.008569041,0.0004436866],"domain_scores_gemma":[0.7914183,0.09562362,0.02278642,0.01711267,0.06863513,0.004423936],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006456856,0.000207823,0.005309446,0.014521,0.0006558092,0.0002804814,0.0007240506,0.00134916,0.005135537,0.003347191,0.5743842,0.3934397],"study_design_scores_gemma":[0.001123615,0.0004824597,0.01196196,0.002258827,0.0007683791,0.000626374,0.0005675279,0.01927984,0.01258191,0.009915257,0.9398941,0.0005398353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.01101674,0.006225243,0.2977984,0.004075317,0.001494874,0.01211828,0.3461594,0.3003518,0.02075997],"genre_scores_gemma":[0.0190798,0.00308243,0.6137594,0.0008653689,0.0007041289,0.01676366,0.3179895,0.0135305,0.0142252],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9515769,"threshold_uncertainty_score":0.2560891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206913068754794,"score_gpt":0.2913276076166169,"score_spread":0.2706363007411375,"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."}}