{"id":"W4388941978","doi":"10.1007/978-981-99-7687-4_6","title":"Partnerships, Outreach, and Other Activities","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Outreach; Advice (programming); State (computer science); Political science; Public relations; Library science; Computer science; Law","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":[0.00254751,0.0004480678,0.0002601458,0.001266277,0.005630487,0.007213359,0.0009795313,0.001601933,0.07493984],"category_scores_gemma":[0.003143356,0.0002001607,0.000266361,0.001781233,0.003728095,0.00451524,0.007448009,0.001990663,0.008968279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750365,"about_ca_system_score_gemma":0.009837047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008033503,"about_ca_topic_score_gemma":0.02052229,"domain_scores_codex":[0.9969339,0.001678225,0.00004200761,0.000175187,0.0005490415,0.0006215713],"domain_scores_gemma":[0.9968358,0.001014545,0.0001402885,0.0002911568,0.0002620952,0.00145603],"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":[0.00001875282,0.0002617475,0.000587776,0.0001768053,0.000004809078,0.0001792154,0.009539773,0.0002844559,0.0003434311,0.6025264,0.2152445,0.1708323],"study_design_scores_gemma":[0.000007175295,0.00002570018,0.0004584295,0.000207339,0.000001410504,0.0000909403,0.005136101,0.0001270512,0.0001074237,0.02999128,0.963842,0.000005136272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001999135,0.001168425,0.002078446,0.00513623,0.000287878,0.0001045255,0.000036879,0.00006440834,0.9891242],"genre_scores_gemma":[0.08970363,0.002269199,0.002342077,0.002617658,0.0002641595,0.0002004297,0.00007479531,0.00009199243,0.9024361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07493984,"threshold_uncertainty_score":0.2506987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132178042388972,"score_gpt":0.3252503426827602,"score_spread":0.1930723002937882,"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."}}