{"id":"W4392717330","doi":"10.51926/iste.9781784057572","title":"La cybersécurité en sciences humaines et sociales","year":2021,"lang":"fr","type":"book","venue":"","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sociology","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004935046,0.000704375,0.001045064,0.0001879535,0.005659186,0.0005467604,0.001060607,0.001137575,0.006127449],"category_scores_gemma":[0.000812725,0.0006960427,0.000716627,0.0009258339,0.02093462,0.0005479798,0.0007560067,0.001244411,0.0003757491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317274,"about_ca_system_score_gemma":0.006447013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710172,"about_ca_topic_score_gemma":0.06594814,"domain_scores_codex":[0.9920044,0.003769146,0.0006467194,0.001109773,0.001465558,0.00100442],"domain_scores_gemma":[0.9940334,0.004758462,0.0003411302,0.000301375,0.0003372445,0.0002283816],"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":[0.000002008753,0.0001348981,0.000650536,0.00009907893,0.0002365878,0.00007741794,0.03804966,0.000002626173,0.000004007434,0.9193441,0.03589069,0.005508402],"study_design_scores_gemma":[0.0001935209,0.00005616968,0.0008097229,0.0004196849,0.0001590876,0.00001173967,0.0504115,0.000003172472,0.000005374498,0.1429652,0.8042093,0.0007555166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002675171,0.009272759,0.00003368817,0.02193656,0.002411973,0.0003315191,0.0001010022,0.0002085756,0.9630287],"genre_scores_gemma":[0.1499941,0.0194638,0.001798399,0.002465456,0.003412144,0.00004794411,0.00008729734,0.00006959438,0.8226612],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7763788,"threshold_uncertainty_score":0.9995491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05846458093213065,"score_gpt":0.3599756510105334,"score_spread":0.3015110700784027,"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."}}