{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002875015,0.0009152243,0.0006440884,0.001381489,0.002385738,0.008539715,0.001248932,0.001686545,0.09382319],"category_scores_gemma":[0.002431836,0.0004760485,0.0004183169,0.002507764,0.000789927,0.002346331,0.002239924,0.002092707,0.02593716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007856766,"about_ca_system_score_gemma":0.02738648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2734289,"about_ca_topic_score_gemma":0.4609736,"domain_scores_codex":[0.998408,0.0001935597,0.00009086221,0.0001214078,0.0009774535,0.0002086703],"domain_scores_gemma":[0.9975555,0.0001270746,0.00008068825,0.0001551775,0.001611649,0.0004698322],"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":[0.0000950314,0.0002222069,0.002458338,0.0001875005,0.00001531907,0.00009163306,0.000411845,0.001347119,0.00118021,0.01080449,0.7627284,0.2204579],"study_design_scores_gemma":[0.00000477306,0.0000148989,0.002655244,0.0001415673,0.000006585334,0.00003199737,0.0004839432,0.00105453,0.0005332918,0.0009461355,0.9941147,0.00001221223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01544463,0.02130333,0.02680102,0.06346528,0.01522013,0.0003912659,0.007361597,0.001544905,0.8484678],"genre_scores_gemma":[0.01901875,0.01046799,0.008868049,0.0007460815,0.0003172956,0.00010164,0.003591368,0.0002257333,0.9566631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7265711,"threshold_uncertainty_score":0.5436746,"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."}}