{"id":"W7132363785","doi":"","title":"Lenovo (C): The Challenges of Integration","year":2009,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Key (lock); Field (mathematics); Context (archaeology); Identification (biology); Component (thermodynamics)","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":[],"category_scores_codex":[0.001079683,0.001195444,0.001133332,0.0007799935,0.001245794,0.0001242704,0.001628677,0.001300804,0.0008746947],"category_scores_gemma":[0.0005141612,0.0008970473,0.0007988667,0.0006095943,0.004372627,0.0004244736,0.0002113869,0.001487349,0.003043082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365447,"about_ca_system_score_gemma":0.003329055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193393,"about_ca_topic_score_gemma":0.0002217141,"domain_scores_codex":[0.9931037,0.0007601726,0.001802867,0.00135127,0.002275814,0.0007061203],"domain_scores_gemma":[0.9943322,0.0002990408,0.002246592,0.001990929,0.0008884137,0.0002428132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003413828,0.001229981,0.00003758935,0.0003424987,0.0008662402,0.0001489854,0.001165466,0.0008339774,0.02363842,0.9084864,0.02680655,0.03610246],"study_design_scores_gemma":[0.001514011,0.0006876141,0.01096885,0.00677401,0.00100639,0.001961931,0.0009367308,0.0004250797,0.01594095,0.005517846,0.9524948,0.001771763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007604017,0.07535461,0.0005566996,0.0004768664,0.004973693,0.001302409,0.0001554708,0.0001785814,0.9162413],"genre_scores_gemma":[0.8375652,0.005297922,0.0007747906,0.0001342525,0.00398045,0.0001340191,0.0001199344,0.0005299301,0.1514634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9256883,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535252654583732,"score_gpt":0.2524277264629901,"score_spread":0.2270751999171528,"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."}}