{"id":"W7132081551","doi":"","title":"51.com: Rise to the Top via Spin-off","year":2015,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Set (abstract data type); Work (physics); Perspective (graphical); Context (archaeology)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002113799,0.002152632,0.001567531,0.001192763,0.003216126,0.0006289512,0.003630195,0.001694304,0.005991249],"category_scores_gemma":[0.001125564,0.001765456,0.0008823489,0.001951526,0.003667946,0.0005854943,0.001485578,0.002490286,0.1460637],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005662553,"about_ca_system_score_gemma":0.01090659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005152778,"about_ca_topic_score_gemma":0.0002042236,"domain_scores_codex":[0.9874877,0.0010299,0.002125274,0.002777971,0.004744902,0.00183422],"domain_scores_gemma":[0.9903123,0.0002189626,0.001393012,0.004267616,0.001813882,0.00199427],"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":[0.000649136,0.001122057,0.0003893792,0.0001545543,0.00109612,0.001206833,0.000572214,0.005838929,0.002640637,0.01013862,0.9718629,0.004328657],"study_design_scores_gemma":[0.001387972,0.000306316,0.001833243,0.001196421,0.0006761226,0.001459169,0.00007577473,0.0004927386,0.0005511885,0.0002841481,0.9896424,0.002094518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002278859,0.0271862,0.001581408,0.0009173345,0.03093764,0.003788362,0.001520857,0.0005434811,0.9312459],"genre_scores_gemma":[0.06755532,0.0001262005,0.0010774,0.001088529,0.02055654,0.0006233205,0.0006976865,0.00152888,0.9067461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1400724,"threshold_uncertainty_score":0.999811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719451926852218,"score_gpt":0.2704494986081455,"score_spread":0.2532549793396234,"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."}}