{"id":"W2732938926","doi":"10.24306/plnxt.2017.04.004","title":"Build it and they will come","year":2017,"lang":"en","type":"article","venue":"plaNext - Next Generation Planning","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deliberation; Negotiation; Technocracy; Process (computing); Public relations; Work (physics); Political science; Space (punctuation); Knowledge management; Responsible Research and Innovation; Sociology; Business; Computer science; Engineering; Politics","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":[0.004020322,0.0008224193,0.0004108689,0.001153153,0.005818823,0.01098731,0.001069276,0.002784431,0.0905226],"category_scores_gemma":[0.00908931,0.0003696062,0.0007862336,0.000991035,0.005842544,0.01087363,0.01123562,0.004935636,0.04933258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329593,"about_ca_system_score_gemma":0.004053015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004505843,"about_ca_topic_score_gemma":0.007785533,"domain_scores_codex":[0.9970232,0.0009314309,0.00009973234,0.0005004061,0.000900691,0.0005445417],"domain_scores_gemma":[0.9960468,0.0004686588,0.0002413742,0.001060726,0.0009144671,0.001267846],"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":[0.0001116412,0.0001501478,0.004033031,0.0002301754,0.00005462127,0.0006674259,0.0223738,0.0002038069,0.001489001,0.5111984,0.3147458,0.1447422],"study_design_scores_gemma":[0.000003548166,0.00001979266,0.0004965411,0.0001052306,0.000007893382,0.00008700596,0.002972539,0.00002541889,0.0001733944,0.01428267,0.9818159,0.00001010605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01111947,0.002068341,0.009969445,0.05232146,0.006074436,0.0001921144,0.0004981149,0.0007792247,0.9169773],"genre_scores_gemma":[0.1978107,0.002795225,0.01363584,0.02577177,0.0008827709,0.0003562938,0.001036377,0.001287419,0.7564237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0905226,"threshold_uncertainty_score":0.3028283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486052039612624,"score_gpt":0.3744010121473371,"score_spread":0.2257958081860747,"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."}}