{"id":"W7093519189","doi":"","title":"Erik Seedhouse","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human spaceflight; Subject (documents); Spaceflight; Spare part; Spacecraft; Aviation; Space (punctuation); Space research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004544772,0.001023006,0.001521241,0.001088178,0.000831996,0.000892186,0.00164442,0.001069946,0.001594414],"category_scores_gemma":[0.01810127,0.001188971,0.0007012205,0.003150252,0.0011974,0.007147785,0.001993594,0.004685343,0.006159237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398322,"about_ca_system_score_gemma":0.003950099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170886,"about_ca_topic_score_gemma":0.0008233926,"domain_scores_codex":[0.9897345,0.002105869,0.002249034,0.001715929,0.002334128,0.001860546],"domain_scores_gemma":[0.9870099,0.003259614,0.0008423337,0.00239919,0.002433875,0.00405511],"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":[0.03264181,0.02114634,0.2098753,0.0009754584,0.006338458,0.01906568,0.005007096,0.0007283567,0.003886306,0.2561604,0.2398483,0.2043265],"study_design_scores_gemma":[0.02319242,0.004287722,0.02634119,0.0004525673,0.004502821,0.0003214452,0.01293726,0.003025139,0.0003204564,0.001600089,0.9212869,0.001731983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.712879,0.002885113,0.01524254,0.06993203,0.006695812,0.004009732,0.0005989945,0.001294925,0.1864619],"genre_scores_gemma":[0.9659193,0.0003690188,0.005959803,0.00372109,0.001112667,0.000003692932,0.0002707611,0.0001949146,0.02244879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814386,"threshold_uncertainty_score":0.9993182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3066660530564028,"score_gpt":0.3832353812265415,"score_spread":0.07656932817013878,"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."}}