{"id":"W2066594125","doi":"10.1002/j.2334-5837.2002.tb02520.x","title":"5.3.4 Introducing Innovative Technology in a Contract‐Driven Environment","year":2002,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Process (computing); Government (linguistics); Tracking (education); Product (mathematics); Knowledge management; New product development; Front (military); Process management; Product innovation; Business; Engineering management; Computer science; Engineering; Marketing; Sociology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01177117,0.0002723903,0.0002189929,0.000706917,0.002716667,0.007633496,0.001354717,0.002309792,0.007952336],"category_scores_gemma":[0.01315706,0.0002513928,0.0006219474,0.0006847128,0.00255047,0.003769249,0.005239038,0.002636775,0.001569198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243005,"about_ca_system_score_gemma":0.003302294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225181,"about_ca_topic_score_gemma":0.001727351,"domain_scores_codex":[0.9832053,0.01153483,0.0004439008,0.0004305535,0.003135205,0.001250273],"domain_scores_gemma":[0.9869264,0.006221499,0.000723124,0.001778975,0.001868195,0.002481831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000218551,0.002499069,0.0169658,0.00084434,0.00005490833,0.00698563,0.2310882,0.005708845,0.03437037,0.2584551,0.03366498,0.4091442],"study_design_scores_gemma":[0.00005769562,0.0007755824,0.00630162,0.0005065291,0.00004143182,0.002958046,0.04190177,0.01018941,0.01608523,0.03022252,0.8908072,0.0001531206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4088874,0.0008059527,0.2280762,0.01845007,0.0007653144,0.000768806,0.0001123126,0.00196702,0.340167],"genre_scores_gemma":[0.796909,0.0005690616,0.1439391,0.002492456,0.0001655977,0.0002623943,0.0001197153,0.0004733577,0.05506931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177117,"threshold_uncertainty_score":0.06225264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0096069170503365,"score_gpt":0.2316186606332221,"score_spread":0.2220117435828856,"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."}}