{"id":"W4413756032","doi":"10.1007/978-3-031-95028-5_9","title":"Organizations and Associations in the USA and Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Educational media and technology yearbook","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001003848,0.00005645226,0.0000896828,0.0004292359,0.0005051962,0.00005932567,0.00009645845,0.0002044106,0.0003170868],"category_scores_gemma":[0.0004859203,0.00006460852,0.000005048447,0.0001119412,0.0006773297,0.00002804459,0.0000235829,0.0002194977,0.000004910614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415465,"about_ca_system_score_gemma":0.005466637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8298625,"about_ca_topic_score_gemma":0.9994649,"domain_scores_codex":[0.9995573,0.00001387374,0.00008860783,0.0001284943,0.0001233423,0.00008840363],"domain_scores_gemma":[0.999464,0.0003046559,0.00004438863,0.00007176614,0.00007539544,0.0000397565],"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":[9.410681e-8,0.000003013459,0.005180668,0.000003523691,0.000007660482,0.00000130145,0.001298162,5.073926e-9,1.784649e-7,0.9502136,0.04254908,0.0007427835],"study_design_scores_gemma":[0.00003545748,0.000001816156,0.01727064,0.00001901795,0.00001942873,0.00000172404,0.0004068712,8.276677e-8,4.78137e-8,0.1219695,0.8602121,0.00006331557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004137401,0.005401817,6.120404e-7,0.1884652,0.0007644637,0.0003373959,0.0001872611,0.00002089112,0.800685],"genre_scores_gemma":[0.03063363,0.00375649,0.00006516888,0.001045246,0.0003692676,0.00003518791,0.00007504354,0.00001103301,0.9640089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.828244,"threshold_uncertainty_score":0.9697579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005512063702348919,"score_gpt":0.2121067309471106,"score_spread":0.2065946672447617,"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."}}