{"id":"W7041490227","doi":"","title":"MSI Working Paper","year":2012,"lang":"en","type":"report","venue":"Lirias (KU Leuven)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Articular cartilage damage; TSG101; Hyporeflexia; Diafiltration; Fusible alloy","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003147689,0.001274741,0.001653026,0.000636238,0.0002707407,0.0002480967,0.001060268,0.001809066,0.009919993],"category_scores_gemma":[0.001046153,0.001243426,0.0008798278,0.0008587003,0.0002013746,0.0005964087,0.000592321,0.002306995,0.06934834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261273,"about_ca_system_score_gemma":0.001909123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000789329,"about_ca_topic_score_gemma":0.000410124,"domain_scores_codex":[0.9918569,0.0003463374,0.001342708,0.001286131,0.003235332,0.001932553],"domain_scores_gemma":[0.994686,0.0003091556,0.00141056,0.002463369,0.0005336025,0.0005973029],"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":[0.00007770424,0.0002921023,0.005396657,0.0003769763,0.0008316914,0.0003327054,0.000618793,0.00001961397,0.0005494026,0.000455541,0.9367335,0.05431534],"study_design_scores_gemma":[0.0004803764,0.00003271104,0.004252419,0.001068039,0.0006050171,0.0003568402,0.00005368296,0.000004142062,0.00007813156,0.0002582838,0.9914042,0.001406183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001755039,0.02031632,0.00002050441,0.0002486657,0.01786024,0.0008889085,0.000271287,0.001350253,0.9572888],"genre_scores_gemma":[0.4515511,0.001992532,0.001587581,0.000961829,0.04778164,0.0005203511,0.00208056,0.003646598,0.4898778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.467411,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.170322232738691,"score_gpt":0.3317412265411802,"score_spread":0.1614189938024892,"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."}}