{"id":"W2205246385","doi":"10.1007/978-1-4615-1587-6_15","title":"Bringing it Together: Some Policy Challenges","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Management science; Political science; Engineering ethics; Knowledge management; Engineering; Computer science","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":[0.0002614655,0.0003218069,0.000315234,0.0006306403,0.0001388217,0.0001994888,0.0002412425,0.0002410074,0.007932039],"category_scores_gemma":[0.00001520538,0.0003270497,0.0001148526,0.00003714779,0.00003839245,0.000490354,0.0002015672,0.0002151981,0.005253708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578407,"about_ca_system_score_gemma":0.00007094999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001218023,"about_ca_topic_score_gemma":0.00006150793,"domain_scores_codex":[0.9987838,0.000001057862,0.0003999795,0.0003485465,0.0001754914,0.0002911707],"domain_scores_gemma":[0.9993435,0.00001361639,0.000275046,0.0002415103,0.000115888,0.00001050844],"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":[0.000002087799,0.000005839123,0.00001119658,0.00007388517,0.00005519943,0.000007571468,0.00005664177,0.000001469905,5.201251e-7,0.9297045,0.03106201,0.03901908],"study_design_scores_gemma":[0.0001697961,0.000001239026,0.00005193199,0.00007083936,0.00001227341,0.000001654835,0.0001039119,0.0000406969,6.334757e-7,0.08611389,0.9130449,0.0003882235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003984137,0.000237259,0.00003141715,0.02263557,0.0005303981,0.0001657476,8.985455e-7,0.0002187571,0.9761401],"genre_scores_gemma":[0.002131725,0.001019749,0.00006947977,0.03040435,0.005825191,0.000008007879,0.00004401022,0.00008761496,0.9604099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8819829,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276844180275723,"score_gpt":0.2383981670833416,"score_spread":0.1956297252805844,"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."}}