{"id":"W335258468","doi":"","title":"Novel Platforms for Genetic Analysis: An Assessment of Rapid, Portable Diagnostic Devices","year":2008,"lang":"en","type":"article","venue":"Health law review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Scientific consensus; Consensus conference; Political science; Democracy; Upstream (networking); Sociology; Law; Computer science; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001422264,0.00007436049,0.0004063191,0.00004440462,0.0005771297,0.00001050961,0.0002186152,0.00003871652,0.0005387252],"category_scores_gemma":[0.0001048174,0.00006429605,0.0001257431,0.0004710346,0.0001044099,0.0001352728,0.00001755549,0.00005467975,0.000007064657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008783396,"about_ca_system_score_gemma":0.000272014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006397431,"about_ca_topic_score_gemma":0.04420191,"domain_scores_codex":[0.9987975,0.0001175055,0.0004959045,0.0001466615,0.0002237944,0.000218634],"domain_scores_gemma":[0.9987022,0.0002954901,0.0003516785,0.0003488789,0.0001443704,0.0001573299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002045808,0.002695308,0.102578,0.0340348,0.0005435674,0.000002394155,0.02515898,0.0001633511,0.00003710069,0.3791199,0.007824538,0.4478216],"study_design_scores_gemma":[0.0002656463,0.0001917292,0.1301568,0.001285055,0.0002689334,0.000002231334,0.0006147938,0.0003758639,4.992579e-7,0.0001705935,0.8664919,0.0001759024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06721841,0.8306204,0.02904948,0.02939094,0.0006304341,0.01187549,0.0004760608,0.0003205868,0.03041821],"genre_scores_gemma":[0.1642593,0.8187804,0.01004172,0.006344351,0.0000575477,0.0001892774,0.0002763919,0.000007537591,0.00004350663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8586674,"threshold_uncertainty_score":0.9732389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5752554612405946,"score_gpt":0.562663213216757,"score_spread":0.01259224802383752,"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."}}