{"id":"W2599849720","doi":"","title":"2012 Portland International Conference on Management of Engineering and Technology - Technology Management for Emerging Technologies, PICMET'12 Vancouver, BC, Canada, 29 July 2012 - 2 August 2012","year":2012,"lang":"en","type":"article","venue":"","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Emerging technologies; Engineering; Library science; Engineering management; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002136528,0.0004472373,0.0004327296,0.001425782,0.00008632569,0.00001911529,0.0006985783,0.0003764561,0.0001739967],"category_scores_gemma":[0.000008072319,0.0004563661,0.00005026364,0.000563878,0.0001260662,0.0004741059,0.0005513846,0.0003746812,0.000008409137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670844,"about_ca_system_score_gemma":0.0000183001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817124,"about_ca_topic_score_gemma":0.008122558,"domain_scores_codex":[0.9978778,0.000005136174,0.0005302179,0.0004177122,0.0002870339,0.0008820922],"domain_scores_gemma":[0.9990916,0.00002610947,0.0001383109,0.0006024377,0.00006760313,0.00007393876],"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":[0.00003227543,0.0002072276,0.002375013,0.0009111441,0.001725388,0.00004128978,0.00002042216,0.000958785,0.0008282071,0.6233266,0.2511114,0.1184622],"study_design_scores_gemma":[0.002066187,0.0001557631,0.001416851,0.0003045119,0.0003198062,0.00001630812,0.002748095,0.005265733,0.006920592,0.00392201,0.9757954,0.001068687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05386617,0.02203606,0.4954647,0.01539041,0.02370658,0.01052395,0.0003920611,0.0209127,0.3577074],"genre_scores_gemma":[0.9453233,0.002619312,0.03985046,0.00003381219,0.00005574466,0.0007328024,0.0000438954,0.00009248217,0.01124819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8914571,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008545495420116392,"score_gpt":0.2186870455727067,"score_spread":0.2101415501525903,"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."}}