{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09471527,0.0007818137,0.0009042627,0.004993117,0.00983513,0.0208179,0.004049856,0.009066512,0.03591527],"category_scores_gemma":[0.2200848,0.0006154704,0.001986898,0.006359945,0.01025918,0.0185777,0.03931727,0.01036036,0.004010169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0110185,"about_ca_system_score_gemma":0.02614856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008377197,"about_ca_topic_score_gemma":0.004972304,"domain_scores_codex":[0.8390797,0.08022014,0.008274112,0.01022922,0.04581215,0.01638464],"domain_scores_gemma":[0.7638611,0.09281968,0.04344364,0.02008107,0.03616814,0.04362634],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004293604,0.000233016,0.03033428,0.0008541963,0.0002722018,0.00149836,0.01058696,0.003357227,0.0007141775,0.6581312,0.1308879,0.1627012],"study_design_scores_gemma":[0.0001579386,0.0003357576,0.02324084,0.002753454,0.0001601313,0.001489567,0.02584842,0.002245308,0.001093029,0.2639323,0.6785199,0.0002233024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.07163673,0.01283709,0.01513222,0.5155194,0.00417329,0.0003801537,0.002177195,0.0004970466,0.3776469],"genre_scores_gemma":[0.8624576,0.007140558,0.009642145,0.0942279,0.002824198,0.0007202903,0.001424576,0.0003705584,0.02119228],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9052848,"threshold_uncertainty_score":0.5009082,"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."}}