{"id":"W2921380303","doi":"","title":"Specyfika realizacji obiektów kolejowych wykonanych pod czynnym ruchem","year":2013,"lang":"pl","type":"article","venue":"Mosty","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomembrane Technologies (Canada)","funders":"","keywords":"Physics","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":[0.0005561613,0.0005341559,0.0006600728,0.0001549311,0.0003927892,0.0006273728,0.001372427,0.0003627728,0.001897876],"category_scores_gemma":[0.00002884795,0.0004950048,0.0003057447,0.0009431729,0.0001358663,0.001036249,0.0001610134,0.0004304927,0.005556498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578943,"about_ca_system_score_gemma":0.000309917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004469018,"about_ca_topic_score_gemma":0.0003219183,"domain_scores_codex":[0.9956294,0.000182832,0.001140456,0.001158383,0.0009287664,0.0009601944],"domain_scores_gemma":[0.996887,0.0001074203,0.000385607,0.001635474,0.0004604661,0.0005240349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007310879,0.001311484,0.07896919,0.0007766735,0.0005264373,0.0006176912,0.02826813,0.0002751847,0.005240301,0.3432612,0.2519798,0.2887008],"study_design_scores_gemma":[0.001460985,0.0002010786,0.7221563,0.0002684015,0.00004664706,0.00009446789,0.0003888448,0.006162145,0.001011265,0.003814334,0.2632023,0.001193103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2473893,0.005617449,0.3031318,0.03127,0.0164582,0.005069967,0.0004910918,0.001804168,0.388768],"genre_scores_gemma":[0.9570026,0.0001811546,0.006262925,0.001368587,0.000590871,0.00006086779,0.00005634184,0.00005760926,0.03441904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7096133,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065364978302003,"score_gpt":0.2006186622277119,"score_spread":0.1899650124446919,"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."}}