{"id":"W2807419976","doi":"","title":"International cooperation in small cities and towns : new directions and innovative local practices in British Columbia; research brief","year":2016,"lang":"en","type":"article","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Regional science; Political science; Economic geography; Geography; Public administration; Economic growth; Economy; Economics","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":[0.0005639103,0.00003567977,0.00006972397,0.00001953345,0.0001045053,0.0002950211,0.00005979646,0.00004691958,0.0004204696],"category_scores_gemma":[0.0006941992,0.00001853794,0.000004922599,0.0004348865,0.0001432348,0.000368791,0.00008529745,0.00008256951,0.000001300246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007066259,"about_ca_system_score_gemma":0.00003489634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1680178,"about_ca_topic_score_gemma":0.8665274,"domain_scores_codex":[0.9993247,0.000101441,0.0001426722,0.0001982712,0.0000918173,0.000141131],"domain_scores_gemma":[0.9993159,0.000395797,0.00002997721,0.00001382801,0.0002073987,0.00003707437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009855803,0.00002602536,0.5876622,0.000001602734,0.000001975414,0.000003477982,0.0001223944,3.981625e-8,0.001555279,0.0004114104,0.001653026,0.4085528],"study_design_scores_gemma":[0.000185342,0.0000478725,0.9687201,0.00002462589,2.597725e-7,0.000005160761,0.002258025,0.00001072356,0.00007152442,0.002127431,0.02648676,0.00006220343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837644,0.00004143537,0.000008107644,0.01123737,0.00003352662,0.0001621863,0.000004155394,0.00001254247,0.004736316],"genre_scores_gemma":[0.9827555,0.0003627811,0.00007127591,0.00006142603,0.0000388115,0.00001534994,0.000007032723,2.88001e-7,0.01668758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6985096,"threshold_uncertainty_score":0.8375224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656988506239133,"score_gpt":0.2976055201007057,"score_spread":0.2410356350383144,"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."}}