{"id":"W847263913","doi":"10.29173/cais328","title":"Cycles of Struggle in Biotechnology: Open Source Methods","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Grassroots; Open source; Open source software; Political science; Intellectual property; Publics; Democracy; Humanities; Law; Computer science; Art; Software","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001472626,0.0003253839,0.0008048664,0.000117754,0.0001164686,0.001889132,0.005096136,0.0005825065,0.0008421692],"category_scores_gemma":[0.01669058,0.0001658232,0.0001830309,0.001143332,0.001853462,0.004285941,0.003526974,0.0005617408,0.00001628428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006061777,"about_ca_system_score_gemma":0.0001710647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023703,"about_ca_topic_score_gemma":0.0001910127,"domain_scores_codex":[0.9972547,0.0001526915,0.0008417744,0.0005160854,0.0004879794,0.0007467635],"domain_scores_gemma":[0.9778519,0.0004666238,0.0007650863,0.0001779678,0.02054985,0.0001885419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006236714,0.0003328824,0.06221546,0.0002454214,0.00005684314,4.317925e-7,0.004677243,0.000004925345,0.7329046,0.01383802,0.001386534,0.1842753],"study_design_scores_gemma":[0.0003727818,0.0007683606,0.3340778,0.0004232472,0.00003967114,0.00001497813,0.007803502,0.0003972462,0.6123324,0.0249051,0.01855872,0.0003062329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666737,0.0008668309,0.00002328754,0.02761023,0.0001171883,0.0009408258,0.000128767,0.00002026721,0.003618918],"genre_scores_gemma":[0.9902915,0.000453295,0.00658993,0.000103072,0.0000607696,0.00004556043,0.000002741594,0.000008306433,0.0024448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2718623,"threshold_uncertainty_score":0.999147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749848243894456,"score_gpt":0.3052682883032348,"score_spread":0.2577698058642902,"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."}}