{"id":"W4407864884","doi":"10.21810/jicw.v7i3.6864","title":"LATEST DEVELOPMENTS AND BEST PRACTICES FOR PCO, IACOP, AND CAIA","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1342695,0.001761184,0.001316096,0.01506456,0.01009144,0.02990533,0.00766507,0.009492673,0.02716355],"category_scores_gemma":[0.192445,0.001878405,0.001985563,0.01911264,0.008068881,0.01570597,0.01706769,0.02112683,0.02267713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02950349,"about_ca_system_score_gemma":0.1309001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05039315,"about_ca_topic_score_gemma":0.07866771,"domain_scores_codex":[0.8395444,0.04922608,0.01289435,0.007743149,0.07996382,0.01062816],"domain_scores_gemma":[0.6449397,0.03628076,0.01450431,0.02753991,0.2006368,0.07609852],"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":[0.00007789497,0.0002550938,0.001971408,0.001675295,0.00004436155,0.0003948643,0.00421456,0.000221555,0.000561757,0.01700243,0.6322028,0.341378],"study_design_scores_gemma":[0.00001358763,0.00002882498,0.0008816975,0.002497842,0.00001315013,0.0002171225,0.002621152,0.0001051439,0.0003224895,0.003724686,0.9895299,0.00004449271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00222187,0.06370049,0.03535093,0.6831715,0.02434351,0.00183174,0.001187898,0.003470944,0.1847212],"genre_scores_gemma":[0.06414756,0.162282,0.4416105,0.1488763,0.01448442,0.006544136,0.007525843,0.006477556,0.1480518],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1342695,"threshold_uncertainty_score":0.7100936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08811324915652037,"score_gpt":0.3947386048470755,"score_spread":0.3066253556905552,"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."}}