{"id":"W2913924648","doi":"10.21810/jicw.v1i3.827","title":"CASIS Conference Reflections","year":2019,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008287858,0.001359047,0.0008819649,0.001415323,0.01551221,0.01705355,0.002882235,0.0158161,0.0421765],"category_scores_gemma":[0.0233595,0.0006153586,0.001015911,0.001922396,0.004379418,0.005089389,0.006462173,0.02931014,0.01645084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02069492,"about_ca_system_score_gemma":0.03220626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2237207,"about_ca_topic_score_gemma":0.4076799,"domain_scores_codex":[0.9917994,0.00134097,0.0002178042,0.0006592541,0.003400397,0.00258231],"domain_scores_gemma":[0.9804731,0.002239992,0.0005009829,0.0004314488,0.007402805,0.008951707],"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":[0.00001230543,0.00001094644,0.00007036806,0.00001770841,0.000002226412,0.00003581127,0.0001439941,0.00001373688,0.00001613167,0.001014432,0.9968526,0.001809802],"study_design_scores_gemma":[0.000006279938,0.000006254226,0.0003721032,0.00008020685,0.000002777346,0.00002353027,0.001107805,0.00001120861,0.00003996203,0.0004745245,0.9978632,0.00001211719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008312484,0.007804903,0.00009392659,0.8788032,0.07294451,0.00003069696,0.000406163,0.00006880276,0.03901652],"genre_scores_gemma":[0.02514,0.01126191,0.000429905,0.6882555,0.03411595,0.0001920444,0.0006795049,0.0002852066,0.23964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2237207,"threshold_uncertainty_score":0.4448369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.078418219942547,"score_gpt":0.3671749514446396,"score_spread":0.2887567315020926,"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."}}