{"id":"W1542713073","doi":"","title":"Book Review - Biotechnology Unglued: Science, Society and Social Cohesion","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cohesion (chemistry); Injustice; Indigenous; Agricultural biotechnology; Intellectual property; Social injustice; Environmental ethics; Sociology; Biotechnology; Political science; Engineering ethics; Agriculture; Social science; Engineering; Law; Biology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001285718,0.0001244834,0.0002590941,0.0001355503,0.000560433,0.00001038512,0.0001654383,0.00145447,0.0001188929],"category_scores_gemma":[0.00003734386,0.00009266526,0.0001174268,0.0003698186,0.000789528,0.0001316665,0.00006560238,0.008457557,0.00004081571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446853,"about_ca_system_score_gemma":0.001519126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001659518,"about_ca_topic_score_gemma":0.000004872261,"domain_scores_codex":[0.9979778,0.00001831646,0.0002309936,0.000220594,0.0001985559,0.001353728],"domain_scores_gemma":[0.999625,0.00001002825,0.0001081187,0.0001316744,0.00006682264,0.00005839979],"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":[0.0001473976,0.0003260435,0.0002736092,0.0003442003,0.0006635888,0.00002505082,0.0002638962,4.806998e-7,0.03413352,0.3308388,0.1956677,0.4373157],"study_design_scores_gemma":[0.001205203,0.0005271825,0.0001571574,0.0003010423,0.0002472919,0.006007852,0.0002818624,0.00005595429,0.004755376,0.003660681,0.9826322,0.0001681494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0150808,0.5817951,0.0005762457,0.4016069,0.00008207912,0.000192274,4.38386e-7,0.0001192223,0.0005469626],"genre_scores_gemma":[0.08994769,0.8770105,0.0002519168,0.02958843,0.0002267727,0.000002494416,0.000001621602,0.00001344644,0.002957103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7869646,"threshold_uncertainty_score":0.9998419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004557042954254651,"score_gpt":0.2534930081560884,"score_spread":0.2489359652018338,"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."}}