{"id":"W7132293839","doi":"","title":"Bosch HR Lab: Incubator for Agile Culture","year":2021,"lang":"en","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Incubator; Agile software development; Power (physics); Amateur; Commercialization; Vice president","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":[0.0002033229,0.0006797869,0.0006751085,0.0003407055,0.0006220992,0.0001476325,0.0005896047,0.001110423,0.001651739],"category_scores_gemma":[0.00036144,0.0006688999,0.0004793152,0.000364289,0.0006087573,0.0001259326,0.0002079301,0.0005990402,0.001312951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071147,"about_ca_system_score_gemma":0.002402649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624681,"about_ca_topic_score_gemma":0.0001086377,"domain_scores_codex":[0.9967701,0.0001171202,0.0005326822,0.001104773,0.0009240417,0.0005512754],"domain_scores_gemma":[0.9978552,0.00006491644,0.0004738077,0.0008911617,0.0004226893,0.0002921585],"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":[0.00004806655,0.0002197627,0.00009342764,0.0004546701,0.0003963657,0.0003224435,0.00005781625,0.00003479683,0.01438427,0.02923808,0.9546432,0.0001071034],"study_design_scores_gemma":[0.0008217063,0.00004595438,0.0001129141,0.001007969,0.0001663574,0.0003818977,0.00003826977,0.0000307315,0.00332111,0.0001437467,0.9931642,0.000765157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001191337,0.01657378,0.0004885912,0.00003171251,0.006483704,0.001001416,0.001732935,0.000735452,0.9728333],"genre_scores_gemma":[0.001934784,0.00008510232,0.005815143,0.000251048,0.00686337,0.0005609476,0.003423733,0.001060239,0.9800056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03852098,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613221564896502,"score_gpt":0.2720419691024817,"score_spread":0.2559097534535167,"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."}}