{"id":"W4378901982","doi":"10.21810/jicw.v6i1.5410","title":"Invisible Insecurity","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Conceptualization; Presentation (obstetrics); Period (music); Key (lock); Psychology; Sociology; Political science; Computer security; Aesthetics; Medicine; Computer science; Art; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707154,0.00006850291,0.0001423022,0.00009220292,0.0005504626,0.00007302975,0.0004043673,0.0000750442,0.0001740168],"category_scores_gemma":[0.0006091398,0.00004448226,0.00005022883,0.0006074141,0.0003103325,0.0002170809,0.00005413347,0.000284079,0.00005621408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117426,"about_ca_system_score_gemma":0.0002460594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199493,"about_ca_topic_score_gemma":0.0006255117,"domain_scores_codex":[0.9986975,0.000300965,0.0002902105,0.0000581155,0.0003725681,0.00028066],"domain_scores_gemma":[0.9989063,0.0003704504,0.0001619179,0.00009635657,0.0002571008,0.0002079016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001590542,0.00008872336,0.007899356,0.00008166002,0.00008314127,0.00005294596,0.4362748,0.00008666577,0.00007637552,0.3142272,0.05901882,0.1819513],"study_design_scores_gemma":[0.00005911624,0.0001226042,0.00288178,0.00005118328,0.00001293462,0.00002189801,0.03540277,0.00006639108,0.0001361592,0.01255094,0.9486105,0.00008369135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293694,0.004565132,0.0003845833,0.04342339,0.0008213684,0.0002071927,0.00001010842,0.00006318561,0.02115566],"genre_scores_gemma":[0.9747306,0.02371345,0.00001668217,0.0008958149,0.0002757459,5.253913e-7,6.132688e-7,0.000003735713,0.0003628402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8895917,"threshold_uncertainty_score":0.4233769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07853148862866936,"score_gpt":0.3708113116387045,"score_spread":0.2922798230100351,"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."}}