{"id":"W4242946094","doi":"10.1057/palgrave.jcb.3040180","title":"Legal and regulatory update","year":2006,"lang":"en","type":"article","venue":"Journal of Commercial Biotechnology","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Investor relations; Business; Law and economics; Strategic management; Economics; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0002875818,0.00006698715,0.0002438044,0.0002348239,0.00004725515,0.000007926562,0.0000634495,0.0004872015,0.00002414699],"category_scores_gemma":[0.00002923746,0.0000483817,0.00006139107,0.0001432699,0.0007565328,0.00004550437,0.00003557593,0.0005428601,0.000002980257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002603741,"about_ca_system_score_gemma":0.00008656353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002377961,"about_ca_topic_score_gemma":0.00001643615,"domain_scores_codex":[0.9992836,0.00002007719,0.0003267712,0.00006871336,0.0001865921,0.0001142226],"domain_scores_gemma":[0.9995316,0.0000194052,0.0001848983,0.0001063789,0.00009713698,0.00006058669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003869412,0.000264196,0.002686618,0.00005893792,0.00008665974,0.0002671521,0.00002467563,0.000001787431,0.1116501,0.4693421,0.01601635,0.3992144],"study_design_scores_gemma":[0.002330972,0.0008200018,0.1721264,0.0001043213,0.0001331704,0.003029993,0.0000341794,0.00007523996,0.03303389,0.02886795,0.7593153,0.0001286599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032014,0.001469824,0.001133482,0.1931255,0.0002958362,0.00005464671,0.000001123443,0.00002436498,0.0006938491],"genre_scores_gemma":[0.9967723,0.0002732774,0.00166986,0.0007991559,0.0003893,2.105152e-7,0.000002094658,0.000006826145,0.00008701506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7432989,"threshold_uncertainty_score":0.3757744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007729958218176922,"score_gpt":0.2611671433256631,"score_spread":0.2534371851074862,"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."}}