{"id":"W3172526803","doi":"","title":"Inclusive Innovation in Biohacker Spaces: The Role of Systems and Networks","year":2018,"lang":"en","type":"article","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biosafety; Intellectual property; Corporate governance; Business; Government (linguistics); Through-the-lens metering; Industrial organization; Public relations; Political science; Lens (geology); Engineering; Finance","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":[0.0004860945,0.00005191225,0.00007534666,0.000157117,0.00007628561,0.00008851361,0.0000632988,0.00003493963,0.00007766958],"category_scores_gemma":[0.00002229771,0.00003544826,0.000005281595,0.0004974803,0.00006498225,0.0002365016,0.00009962398,0.00003942023,0.00002971925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001803294,"about_ca_system_score_gemma":0.00001135846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004711072,"about_ca_topic_score_gemma":0.0001153732,"domain_scores_codex":[0.999532,0.000003991807,0.0002504938,0.00007987185,0.00005145049,0.00008218893],"domain_scores_gemma":[0.9995634,0.00001253358,0.0001558036,0.0000686124,0.000198418,0.000001252535],"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":[0.00000775889,0.00001164847,0.08223426,0.00001724501,0.0000101056,1.264222e-7,0.0004323245,0.00003136873,0.0001091146,0.9111625,0.001803193,0.004180328],"study_design_scores_gemma":[0.00118554,0.00001436035,0.1437719,0.0001313549,0.0000108281,0.000001236766,0.02454774,0.1690361,0.0002851409,0.01951568,0.641095,0.0004051312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925048,0.00002773012,0.0007767957,0.001087739,0.0002628858,0.0002231703,1.681302e-7,0.00001884532,0.1050979],"genre_scores_gemma":[0.9974767,0.0000018137,0.00004519715,0.001777587,0.0003450604,0.000008361645,0.000006108452,0.000004472211,0.0003346848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8916469,"threshold_uncertainty_score":0.1445538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873792547382548,"score_gpt":0.218616064522466,"score_spread":0.2098781390486405,"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."}}