{"id":"W2319730318","doi":"10.1177/0894439316634077","title":"Transnational Advocacy Networks","year":2016,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"State (computer science); Political science; Ambivalence; Public relations; Business; Computer science; Social psychology; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001935537,0.00008754079,0.0001705861,0.00004299263,0.001088562,0.00007600774,0.0006138075,0.00004041611,0.000372474],"category_scores_gemma":[0.00006122666,0.000060821,0.0001087185,0.0008814127,0.0008770323,0.0004814709,0.00006008499,0.00006618557,0.00002778533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180385,"about_ca_system_score_gemma":0.0004153385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004238346,"about_ca_topic_score_gemma":0.00004018264,"domain_scores_codex":[0.9983167,0.0001189691,0.0001901122,0.0002761003,0.0006473659,0.0004507723],"domain_scores_gemma":[0.9994425,0.00008171237,0.00006416891,0.00009785372,0.0001698224,0.0001439038],"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":[8.753505e-7,0.00001499697,0.001176508,0.00004442882,0.000003405586,0.000001192912,0.001067906,4.615662e-7,0.00006160906,0.5867059,0.002148788,0.408774],"study_design_scores_gemma":[0.0002474308,0.00002855663,0.02324765,0.0006464254,0.00001902005,0.000001757372,0.00005955382,0.000100213,0.00001283973,0.003060852,0.9722061,0.0003695637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01378558,0.02335081,0.6169544,0.1910872,0.008591779,0.002780202,0.00001141981,0.00100201,0.1424365],"genre_scores_gemma":[0.990651,0.004300207,0.000772283,0.002280216,0.001646145,0.00002133179,7.17316e-7,0.000008523882,0.0003196352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9768654,"threshold_uncertainty_score":0.8372452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106617672268215,"score_gpt":0.3485825127080891,"score_spread":0.317516335985407,"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."}}