{"id":"W1992561243","doi":"10.1038/419111a","title":"Can commercial protection be good for research?","year":2002,"lang":"en","type":"letter","venue":"Nature","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03757667,0.0009530277,0.001776051,0.001133991,0.009636865,0.01535361,0.004405995,0.1379449,0.012084],"category_scores_gemma":[0.09638575,0.001221578,0.001726851,0.001374867,0.02377487,0.01809049,0.004345304,0.06918705,0.008815383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006866402,"about_ca_system_score_gemma":0.01684971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430719,"about_ca_topic_score_gemma":0.03118258,"domain_scores_codex":[0.9699125,0.008110315,0.00196476,0.003549206,0.01306157,0.003401671],"domain_scores_gemma":[0.9299076,0.04924067,0.002649147,0.004638445,0.009066438,0.004497759],"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":[0.00007842496,0.00007223619,0.0006495686,0.0001755046,0.00003722453,0.0007774445,0.0007525505,0.00006459933,0.0005498617,0.2019843,0.7784755,0.0163827],"study_design_scores_gemma":[0.00009764804,0.00005730554,0.0007669342,0.0004116657,0.00002520036,0.0004330677,0.0008393839,0.0001536351,0.0003374252,0.09987002,0.8969446,0.00006309588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003272207,0.002577605,0.0003097295,0.9757978,0.004817109,0.00001630557,0.00003067475,0.00003378598,0.01608974],"genre_scores_gemma":[0.003661887,0.0008761748,0.0003861304,0.9767854,0.003803546,0.00003992564,0.00001734902,0.00002305894,0.01440658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1379449,"threshold_uncertainty_score":0.1987268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281307137254696,"score_gpt":0.3329111393131278,"score_spread":0.2047804255876582,"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."}}