{"id":"W2937986875","doi":"10.29173/cjs29548","title":"Introduction: The Dissemination of National Knowledge in an Internationalized Scientific Community","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pace; Sociology of scientific knowledge; Sociology; Knowledge production; Media studies; Social science; Dissemination; Public relations; Political science; Library science; Knowledge management; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00399184,0.0005721484,0.0006213054,0.003235574,0.007703801,0.01357966,0.001652284,0.004688631,0.03163486],"category_scores_gemma":[0.01095032,0.0003430319,0.0004551651,0.006309463,0.007806613,0.005729916,0.00337941,0.005197274,0.006166216],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555126,"about_ca_system_score_gemma":0.02670877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.171269,"about_ca_topic_score_gemma":0.2764086,"domain_scores_codex":[0.9961804,0.000710295,0.0001650164,0.0005464112,0.001938206,0.0004596698],"domain_scores_gemma":[0.9891531,0.003736328,0.0005921798,0.0004886166,0.004804629,0.001225085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000162266,0.00001506932,0.0005902605,0.0004928941,0.000006908865,0.00005615313,0.004350114,0.00004734627,0.0001787292,0.06332718,0.8971543,0.0337648],"study_design_scores_gemma":[0.00000257422,0.000005420184,0.0008904102,0.0003784707,0.00000508832,0.00004178489,0.001360112,0.000028886,0.00005645075,0.003708373,0.9935074,0.00001506589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003081028,0.09279503,0.002017042,0.5577623,0.141014,0.0001186924,0.001620123,0.0003058045,0.201286],"genre_scores_gemma":[0.1195897,0.1580751,0.004533213,0.2422512,0.1328672,0.0002580834,0.002193186,0.0008073056,0.3394249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9922962,"threshold_uncertainty_score":0.3405443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08181357209283083,"score_gpt":0.3950006951962553,"score_spread":0.3131871231034244,"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."}}