{"id":"W4237062063","doi":"10.1108/s0733-558x2017000054a011","title":"Prelims","year":2017,"lang":"en","type":"other","venue":"","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Recherche Paris Sciences et Lettres; Copenhagen Business School; Universitetet i Oslo; Hebrew University of Jerusalem; University of New South Wales; Lakehead University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002951915,0.001381402,0.001063054,0.005714088,0.003204892,0.008057238,0.002766638,0.001986044,0.7363045],"category_scores_gemma":[0.01342556,0.0006969104,0.001153254,0.00668883,0.001276403,0.006342743,0.005992247,0.002006583,0.6464369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990569,"about_ca_system_score_gemma":0.005368811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007702816,"about_ca_topic_score_gemma":0.01154758,"domain_scores_codex":[0.997578,0.0003533881,0.0002305353,0.0003254186,0.001294149,0.0002185953],"domain_scores_gemma":[0.9939011,0.000626483,0.0002807479,0.0009574469,0.003485146,0.0007489322],"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":[0.00001134089,0.000007112217,0.00006002625,0.0002202966,0.000001495997,0.00002734779,0.00004859484,0.00001344795,0.00003954057,0.002730271,0.9756269,0.02121362],"study_design_scores_gemma":[0.00000288751,0.000003116247,0.0001259292,0.0001147448,0.000001101666,0.00002910564,0.00004907885,0.00001271744,0.00003882698,0.0007422607,0.9988769,0.000003232289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005269167,0.004300772,0.003427217,0.0112977,0.03117673,0.00048856,0.0413621,0.006305093,0.9011149],"genre_scores_gemma":[0.004298642,0.00510563,0.002006623,0.005189231,0.00607704,0.0005224842,0.0374214,0.004657373,0.9347215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7363045,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676578960677823,"score_gpt":0.338581380663471,"score_spread":0.3218155910566928,"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."}}