{"id":"W4247651947","doi":"10.1142/s0219030304000758","title":"Global Development","year":2004,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[0.0001800181,0.0001485984,0.0002004664,0.00006897242,0.0001065055,0.00002147758,0.00008530997,0.0004899317,0.00009512801],"category_scores_gemma":[0.00002547495,0.0001117851,0.0000745818,0.0004616772,0.0003023518,0.00003927645,0.00004135977,0.0002597101,0.0002442368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826362,"about_ca_system_score_gemma":0.0005029068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008717792,"about_ca_topic_score_gemma":0.00006413742,"domain_scores_codex":[0.998711,0.00001261094,0.0002821099,0.0002938493,0.0004244213,0.0002760208],"domain_scores_gemma":[0.9993396,0.000007036131,0.00005811536,0.0002809603,0.00006136645,0.0002529693],"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":[0.0001798475,0.0007300106,0.002288988,0.0001867159,0.0001785557,0.0001675904,0.0009280225,0.00001659394,0.01762617,0.04782567,0.008167202,0.9217046],"study_design_scores_gemma":[0.003101288,0.0002953305,0.04481394,0.0002700486,0.00005534196,0.0003083392,0.0009944566,0.00003469242,0.03213266,0.01268427,0.9049227,0.0003868979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2459044,0.002247401,0.09140207,0.4415073,0.002641586,0.002081582,0.00003152074,0.001237394,0.2129467],"genre_scores_gemma":[0.9761255,0.00008004477,0.0219291,0.0006682308,0.0001894769,0.00000833481,0.00005564636,0.00001361462,0.0009300883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9213178,"threshold_uncertainty_score":0.4558464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976818071229017,"score_gpt":0.2831418429888567,"score_spread":0.2633736622765665,"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."}}