{"id":"W4248363488","doi":"10.5305/intelegamate.50.4.bm","title":"ILM volume 50 issue 4 Cover and Back matter","year":2011,"lang":"en","type":"paratext","venue":"International Legal Materials","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Action (physics); Computer science; Business; Environmental science; Engineering; Physics; Mechanical engineering","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002915764,0.0002944591,0.0006826951,0.0002494923,0.00007159629,0.0005806169,0.0004525968,0.0002147058,0.9347668],"category_scores_gemma":[0.00001897969,0.0003307822,0.0001014309,0.00003166221,0.0001494147,0.0004117132,0.0003615733,0.0001038438,0.9660504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077977,"about_ca_system_score_gemma":0.00001651099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129304,"about_ca_topic_score_gemma":0.000001276171,"domain_scores_codex":[0.9981896,0.00001254234,0.0007764772,0.0006943413,0.00004648307,0.0002805418],"domain_scores_gemma":[0.9990376,0.00001605183,0.0005599546,0.0002696687,0.00004843263,0.00006834142],"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":[0.00002766898,0.0000263273,0.000303291,0.00004898325,0.0002276805,0.000002038268,0.0001217467,0.000002347674,0.00004229408,0.004403014,0.9947819,0.00001267264],"study_design_scores_gemma":[0.0002887988,0.00001548133,0.0008068202,0.00004078583,0.000008621374,0.000008163432,0.00001797115,0.000005902421,0.0001948417,0.0002738819,0.9980029,0.0003357659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002742805,0.0007749816,0.0000367829,0.0005166613,0.04191733,0.0001740158,0.01243459,0.000008795458,0.941394],"genre_scores_gemma":[0.006368349,0.0006555545,0.0001688699,0.0009046366,0.001371437,0.00002970656,0.0003829871,0.00004119764,0.9900773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04868323,"threshold_uncertainty_score":0.9999144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940736517925936,"score_gpt":0.2206506526755166,"score_spread":0.1912432874962573,"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."}}