{"id":"W2026149849","doi":"10.1038/467501a","title":"Canada must free scientists to talk to journalists","year":2010,"lang":"en","type":"article","venue":"Nature","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Work (physics); Political science; Public relations; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008049166,0.00008995853,0.0001634847,0.0001400016,0.000100834,0.00002919664,0.0002731516,0.0004830177,0.0007966858],"category_scores_gemma":[0.0743469,0.00006508019,0.00002743319,0.0005206474,0.00002935779,0.00003530993,0.0000867183,0.004315299,0.00005905299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505986,"about_ca_system_score_gemma":0.01438019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1461004,"about_ca_topic_score_gemma":0.7605729,"domain_scores_codex":[0.9973646,0.00001751461,0.0001407295,0.0001998908,0.00141113,0.0008661496],"domain_scores_gemma":[0.9867393,0.00008096636,0.00001851589,0.0004309597,0.0003025866,0.01242762],"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":[0.00005754114,0.00002408381,0.0004364498,0.00004781375,0.00000450009,0.0005476362,0.00004037481,1.500091e-7,0.01647113,0.0001145179,0.9674668,0.01478902],"study_design_scores_gemma":[0.0005519117,0.0001265585,0.03858138,0.00008765447,0.000004333607,0.0001608808,0.00001286177,0.00000431391,0.003135296,0.0000253738,0.9572451,0.00006433271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6284728,0.000123624,0.00001487322,0.3627687,0.001829747,0.0003873046,0.00006162805,0.00001787475,0.006323411],"genre_scores_gemma":[0.7964964,0.000004766339,0.001053733,0.1964041,0.0008525513,0.00000635072,0.000007994921,0.00001155932,0.005162562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6144724,"threshold_uncertainty_score":0.9979818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951866540220936,"score_gpt":0.4064289411842598,"score_spread":0.3769102757820504,"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."}}