{"id":"W103623471","doi":"10.22215/timreview/872","title":"Agile New Service Development in an Interdisciplinary Context","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Agile software development; Business; Context (archaeology); Service (business); Domain (mathematical analysis); Knowledge management; Process management; Service delivery framework; Face (sociological concept); Marketing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363896,0.0002093643,0.0002927295,0.00109081,0.00007216337,0.00005011017,0.001686766,0.0000912886,0.00002144817],"category_scores_gemma":[0.000007198218,0.0001911403,0.00001696863,0.007786967,0.00001897096,0.0005758144,0.00168391,0.0002150021,0.0002634286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009667625,"about_ca_system_score_gemma":0.000100891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002131165,"about_ca_topic_score_gemma":0.000464929,"domain_scores_codex":[0.9982209,0.0000474528,0.0006629369,0.000510623,0.0002673178,0.0002907404],"domain_scores_gemma":[0.9985055,0.000009043572,0.0002220882,0.000907307,0.0002938256,0.00006228386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003738482,0.0000793135,0.0005538415,0.0006483063,0.00002145803,0.00002531508,0.0006983081,0.00001112834,0.00002933659,0.3149853,0.002624115,0.6803198],"study_design_scores_gemma":[0.001401197,0.0001811529,0.00198606,0.004007557,0.00002871712,0.00003462846,0.001333031,0.000854463,0.000813993,0.07220612,0.916462,0.000691056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1712221,0.04652189,0.4557231,0.280774,0.001576669,0.005482357,0.000001975959,0.004267452,0.0344304],"genre_scores_gemma":[0.484905,0.002686298,0.3451785,0.1645049,0.0001670183,0.0008745146,0.0002882684,0.0000838597,0.001311688],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9138379,"threshold_uncertainty_score":0.7794473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203380925036249,"score_gpt":0.3269241928902011,"score_spread":0.2848903836398386,"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."}}