{"id":"W4247141104","doi":"10.4000/memini.455","title":"Varia","year":2013,"lang":"en","type":"paratext","venue":"Memini","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001816886,0.0003914999,0.0004993423,0.0001698557,0.0000511302,0.0001013474,0.0005902772,0.0005762891,0.2940846],"category_scores_gemma":[0.00007370076,0.0003599879,0.0001259349,0.0002168421,0.00006785541,0.00007177146,0.0001688897,0.0005409272,0.9870445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484174,"about_ca_system_score_gemma":0.0001824542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001669018,"about_ca_topic_score_gemma":0.000003657337,"domain_scores_codex":[0.9983202,0.00007628579,0.0002959557,0.0004886456,0.0003597124,0.0004592041],"domain_scores_gemma":[0.9984962,0.00008157199,0.0002496522,0.0009189573,0.0001065823,0.0001470001],"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":[0.000004732494,0.00002897842,0.000001605746,0.00004693623,0.0000678685,0.00000553139,0.00009584818,0.00000349148,0.0009594871,0.00009216196,0.9981073,0.0005860619],"study_design_scores_gemma":[0.0001816211,0.00002131533,0.00003549204,0.00008220412,0.00004805847,0.000009118456,0.0000110102,0.00001903608,0.0007057615,0.00006571518,0.9984077,0.0004129607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000220435,0.001273519,0.00002014042,0.00004305253,0.00543059,0.0003467537,0.0007349271,0.0001196093,0.991811],"genre_scores_gemma":[0.001105511,0.00005958569,0.00054764,0.0001552603,0.00183131,0.0001459989,0.001192258,0.0003436052,0.9946188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6929599,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269307884601288,"score_gpt":0.2821052122447423,"score_spread":0.2594121333987294,"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."}}