{"id":"W3107606441","doi":"10.1016/j.tibtech.2020.10.011","title":"Impacts on International Research Collaborations from DSI/ABS Uncertainty","year":2020,"lang":"en","type":"review","venue":"Trends in biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Saskatchewan","funders":"","keywords":"Intellectual property; Resource (disambiguation); Digitization; Data sharing; Genetic resources; Data science; Business; Biology; Biotechnology; Political science; Computer science; Telecommunications","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001678247,0.0002958638,0.000593773,0.001015858,0.00004695141,0.00002818292,0.0006923967,0.001210361,0.00009516141],"category_scores_gemma":[0.0002349487,0.0002763855,0.0001510875,0.001314275,0.0001367739,0.000001490142,0.0003353374,0.0008386762,0.00006652116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155377,"about_ca_system_score_gemma":0.000142911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006657776,"about_ca_topic_score_gemma":0.0004078119,"domain_scores_codex":[0.9983217,0.00008100914,0.0003827028,0.0006729645,0.0001835827,0.0003580016],"domain_scores_gemma":[0.999138,0.00005524872,0.00008445253,0.0005949535,0.00005460947,0.00007275018],"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":[0.0000215484,0.00005355505,0.000004429428,0.0001098076,0.0001461378,0.00003272614,0.00001797387,0.0000707095,0.001272544,0.0008619974,0.005581659,0.9918269],"study_design_scores_gemma":[0.0002285599,0.0002137432,0.000009262287,0.0004287082,0.00002856747,0.000008764945,0.0000240415,0.00003625477,0.001690308,0.00008007327,0.9970167,0.0002349617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001865106,0.9950728,0.0001330738,0.001397865,0.0004769188,0.0002017216,0.0005114821,0.00005356848,0.001966054],"genre_scores_gemma":[0.002159881,0.9944277,0.0004102723,0.00003951105,0.0003913688,0.00008861617,0.001932255,0.00004636832,0.000504059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915919,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694272159762888,"score_gpt":0.4494099563786861,"score_spread":0.3799827404023973,"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."}}