{"id":"W4388067073","doi":"10.1016/j.geoforum.2023.103885","title":"Navigating a path: Advocacy strategies of a migratory bird NGO","year":2023,"lang":"en","type":"article","venue":"Geoforum","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nipissing University","funders":"","keywords":"General partnership; Government (linguistics); Public relations; Business; Public administration; Political science","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":[0.0009654768,0.0000767958,0.000125866,0.00003361851,0.0005037658,0.00004594001,0.0001787493,0.00006582907,0.00007133506],"category_scores_gemma":[0.0001085453,0.00007618727,0.00007235823,0.0005637578,0.000139436,0.0002022946,0.0001074704,0.0001411024,0.0001526053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773763,"about_ca_system_score_gemma":0.0002261086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416983,"about_ca_topic_score_gemma":0.004462113,"domain_scores_codex":[0.9985683,0.0000548826,0.0001687317,0.0001407581,0.0002682915,0.0007990664],"domain_scores_gemma":[0.9996005,0.00008721813,0.00006882558,0.0001251357,0.000049165,0.00006917615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002789317,0.00008542615,0.5185278,0.0002904865,0.00007654614,0.00005634341,0.2236714,0.0001544015,0.03553738,0.1707747,0.00622476,0.04457287],"study_design_scores_gemma":[0.0005323111,0.0001529886,0.1435637,0.0004579613,0.00002217922,0.000001362645,0.8011673,0.0004201557,0.002738396,0.01060164,0.03985772,0.0004843327],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914986,0.0001327179,0.00007756947,0.0003846638,0.0003149633,0.0001194367,0.000004466035,0.0003990064,0.007068565],"genre_scores_gemma":[0.9992728,0.00004641698,0.0001070369,0.00003120617,0.0001701379,0.00001427737,0.000002359755,0.00001654614,0.0003391978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5774959,"threshold_uncertainty_score":0.9923949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583375331001622,"score_gpt":0.3479345086180574,"score_spread":0.3221007553080412,"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."}}