{"id":"W4406577225","doi":"10.1177/03063127241310122","title":"The commercial roots of the genomic commons","year":2025,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College Dublin; Wellcome Trust; McGill University","keywords":"Commons; Epistemology; Sociology; Environmental ethics; Political science; Philosophy; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00709091,0.0002402135,0.0003694927,0.003494786,0.006026768,0.01353104,0.00122349,0.005357321,0.01375087],"category_scores_gemma":[0.02078088,0.0003123671,0.0002965915,0.004264187,0.04450091,0.01411189,0.006357206,0.005497407,0.001146794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007748821,"about_ca_system_score_gemma":0.005766299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005448618,"about_ca_topic_score_gemma":0.004039211,"domain_scores_codex":[0.9948459,0.001849245,0.0001156388,0.0007561385,0.001714467,0.0007185672],"domain_scores_gemma":[0.9783157,0.01541425,0.001163804,0.002701439,0.001415126,0.0009897433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004105065,0.000002584429,0.0001431823,0.000006565195,0.000001213235,0.00003675592,0.0005096953,0.00006453227,0.0000383999,0.9945873,0.001407692,0.003197961],"study_design_scores_gemma":[0.000007264775,0.00000678575,0.0006958084,0.00007541406,0.000003100465,0.00008689438,0.001091952,0.0003692987,0.0001761169,0.9002689,0.09720863,0.000009851472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04796752,0.009591543,0.02425174,0.1416265,0.0006235692,0.00003920333,0.0001999536,0.0002073118,0.7754927],"genre_scores_gemma":[0.9697083,0.003359764,0.001886737,0.005216432,0.0008846904,0.0000505389,0.00007341762,0.00008252811,0.01873755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939733,"threshold_uncertainty_score":0.05622196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558866384099678,"score_gpt":0.297528599422845,"score_spread":0.1416419610128772,"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."}}