{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001948325,0.0007409701,0.0004402012,0.0008491736,0.005977026,0.006485507,0.0006279147,0.003198758,0.07023641],"category_scores_gemma":[0.007539634,0.0002725997,0.0005934556,0.0003845717,0.003319052,0.003157668,0.005219262,0.00815471,0.009367476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004007763,"about_ca_system_score_gemma":0.003142863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763776,"about_ca_topic_score_gemma":0.0102241,"domain_scores_codex":[0.9982351,0.0005097624,0.00006509169,0.0001538483,0.0005470896,0.000489151],"domain_scores_gemma":[0.9976668,0.0006570693,0.0001608074,0.000112029,0.0005030205,0.0009002631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009625119,0.00003781633,0.001113092,0.0001837944,0.0000142617,0.001583779,0.008360348,0.00009485805,0.0005287708,0.07434316,0.8310424,0.08260142],"study_design_scores_gemma":[0.000004045767,0.00002143297,0.000502998,0.000207888,0.000003321787,0.0007574413,0.003404149,0.00003053569,0.00011264,0.005037512,0.9899058,0.00001230043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01236016,0.02860047,0.002401329,0.3484308,0.0647704,0.00009270012,0.0002534057,0.000197241,0.5428936],"genre_scores_gemma":[0.2349478,0.0265171,0.001100914,0.09683467,0.0140298,0.0001018991,0.0003099967,0.0001968187,0.625961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07023641,"threshold_uncertainty_score":0.2349642,"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."}}