{"id":"W4380229888","doi":"10.1515/9780773587441-fm","title":"Front Matter","year":2012,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004452667,0.0003089902,0.0003780237,0.0002736549,0.001512306,0.0001697725,0.001073916,0.0006893884,0.01485129],"category_scores_gemma":[0.00003929991,0.0003483926,0.0002130431,0.0000548313,0.0005589739,0.0003462083,0.0004051695,0.0007137459,0.01031423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675896,"about_ca_system_score_gemma":0.0005076691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03243185,"about_ca_topic_score_gemma":0.00001362121,"domain_scores_codex":[0.9968041,0.0007501225,0.000208339,0.0004685398,0.000767015,0.001001913],"domain_scores_gemma":[0.998331,0.0001543157,0.0002080557,0.0004701242,0.0002007606,0.0006357865],"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":[0.0000343397,0.00004676427,0.00001005712,0.00005105395,0.00008137611,0.00002050339,0.0007440044,0.000001314477,0.000002370216,0.175842,0.8228326,0.0003335993],"study_design_scores_gemma":[0.0002583624,0.0000188859,0.00003971548,0.00004256047,0.00004322559,4.459886e-7,0.0005188319,7.965345e-7,0.0001025023,0.00002851271,0.9985597,0.0003865196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001673598,0.000003071152,0.00004135216,0.00189507,0.0009018837,0.0004579318,0.00113492,0.00008239786,0.9954666],"genre_scores_gemma":[0.005055454,0.0001589565,0.00006672518,0.0005286991,0.0007887028,0.000005110147,0.0001113374,0.00003013067,0.9932549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1758135,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914549086144297,"score_gpt":0.3088971654545458,"score_spread":0.2697516745931028,"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."}}