{"id":"W2293825128","doi":"10.1063/pt.5.8100","title":"Court ruling: Journalists must not treat a scientist as “unavoidable road kill on the highway of public controversy”","year":2015,"lang":"en","type":"article","venue":"Physics Today","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Road traffic; Law and economics; Law; Engineering; Transport engineering; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.002141516,0.0001781473,0.0004078863,0.0001350389,0.0002024784,0.00008514375,0.0003716831,0.00005534809,0.0001509619],"category_scores_gemma":[0.001862103,0.000101801,0.0001336152,0.0007192844,0.0006211217,0.0001986365,0.00007501578,0.0003644703,0.0001784802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630092,"about_ca_system_score_gemma":0.0008404242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006918677,"about_ca_topic_score_gemma":0.0000234746,"domain_scores_codex":[0.9969987,0.0001183267,0.0002865919,0.0003197557,0.001729922,0.0005466676],"domain_scores_gemma":[0.9974669,0.0002913631,0.0001697415,0.0005909392,0.0008301177,0.0006509613],"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":[0.001980433,0.004415585,0.01545239,0.0002854288,0.0004997394,0.0004483273,0.01004546,0.0001063251,0.2428814,0.1963177,0.4698505,0.05771673],"study_design_scores_gemma":[0.03935108,0.009061804,0.02915837,0.001834484,0.0007653183,0.0004098384,0.01444505,0.01305739,0.4008147,0.01648083,0.4732827,0.00133851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8518389,0.0002768674,0.0002712244,0.03711349,0.0009618566,0.0007125343,0.00002647244,0.00005735289,0.1087412],"genre_scores_gemma":[0.9876331,0.00005798369,0.00004776941,0.002155251,0.0008060985,0.00001801278,0.00001333509,0.00001952178,0.009248942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1798369,"threshold_uncertainty_score":0.4151324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092933630827123,"score_gpt":0.3499926551326579,"score_spread":0.2406992920499457,"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."}}