{"id":"W4400409473","doi":"10.4000/11yyb","title":"Les matériaux vivants entre les mains hackers","year":2024,"lang":"fr","type":"article","venue":"Socio-anthropologie","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Hacker; Humanities; Art; Philosophy; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005936483,0.0005938867,0.000396692,0.001345234,0.00943293,0.01161239,0.001056277,0.003983897,0.01024027],"category_scores_gemma":[0.01180934,0.0004633812,0.0004346765,0.001056268,0.03573411,0.01155976,0.00718681,0.005468725,0.001694757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387691,"about_ca_system_score_gemma":0.003389634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734852,"about_ca_topic_score_gemma":0.003286906,"domain_scores_codex":[0.994453,0.002631772,0.0001683072,0.0007412094,0.001341114,0.0006644728],"domain_scores_gemma":[0.9908075,0.005526105,0.001084374,0.001206511,0.0008551832,0.0005203231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003121883,0.00002099404,0.001513949,0.00009696691,0.000008652125,0.000323649,0.1056152,0.0001565784,0.001788329,0.8737171,0.001769017,0.01495832],"study_design_scores_gemma":[0.00001459529,0.0001166299,0.003000119,0.0006382363,0.00002788905,0.0009563146,0.1193766,0.000548657,0.00437565,0.2532407,0.6176302,0.00007434178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3414339,0.007260844,0.0758362,0.05556928,0.001332502,0.0001145165,0.00007032316,0.000244338,0.5181381],"genre_scores_gemma":[0.9273971,0.001896779,0.005286104,0.002255503,0.0002006594,0.00007154861,0.00002609691,0.0001148559,0.06275136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9905671,"threshold_uncertainty_score":0.03425705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101851947773552,"score_gpt":0.3531748649510508,"score_spread":0.2921563454733153,"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."}}