{"id":"W7013179035","doi":"","title":"9789635289929","year":2008,"lang":"hu","type":"other","venue":"University of Debrecen Electronic Archive (University of Debrecen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Quarter (Canadian coin); Volt; Limiting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007116278,0.002123408,0.003937055,0.003824544,0.001621918,0.00002339522,0.005968165,0.001749079,0.04438811],"category_scores_gemma":[0.0001290375,0.003334298,0.00243346,0.002676613,0.00626074,0.0009542317,0.002219667,0.003143477,0.01189355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445147,"about_ca_system_score_gemma":0.005430353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01729973,"about_ca_topic_score_gemma":0.04662212,"domain_scores_codex":[0.9887684,0.001759241,0.0008336633,0.002902495,0.002115432,0.003620798],"domain_scores_gemma":[0.9906948,0.0007507799,0.003765168,0.002697185,0.00088301,0.001209083],"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":[0.01282857,0.005765694,0.003600461,0.001989034,0.01608777,0.002036601,0.0314904,0.0004838719,0.0168253,0.01560975,0.8502507,0.04303179],"study_design_scores_gemma":[0.01027794,0.001962866,0.003823967,0.00151322,0.00296959,0.0002792614,0.01178204,0.002879952,0.0002376093,0.001299789,0.95979,0.003183799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04055165,0.009685204,0.028649,0.001542229,0.0009362553,0.005134371,0.00925967,0.001266872,0.9029747],"genre_scores_gemma":[0.1557489,0.1082691,0.02060284,0.0001579119,0.0004498289,3.816534e-7,0.003907362,0.002414918,0.7084488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.194526,"threshold_uncertainty_score":0.9996778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005799471133934,"score_gpt":0.1610786005401718,"score_spread":0.1552791294062378,"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."}}