{"id":"W3111758990","doi":"10.17608/k6.auckland.12980831.v1","title":"Tracking global knowledge-to-policy pathways in the coronavirus crisis: A preliminary report from ongoing research","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Political science; Public relations; Tracking (education); BitTorrent tracker; Psychological intervention; Science policy; Sociology; Public administration; Psychology; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1092597,0.00091058,0.001208019,0.005000111,0.003069256,0.01322965,0.00222644,0.004126603,0.007862317],"category_scores_gemma":[0.1011099,0.001039619,0.00182384,0.01063093,0.00394334,0.01738741,0.01102376,0.005431593,0.001382759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01364605,"about_ca_system_score_gemma":0.05527488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04350054,"about_ca_topic_score_gemma":0.06202718,"domain_scores_codex":[0.9598508,0.02770858,0.0022966,0.002080408,0.003156925,0.004906652],"domain_scores_gemma":[0.8407976,0.09414414,0.01233007,0.009953215,0.03015916,0.01261577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001853024,0.002032317,0.1928836,0.02935503,0.001290248,0.001316309,0.1795209,0.003117154,0.002483321,0.04553529,0.07151575,0.4690971],"study_design_scores_gemma":[0.0003090699,0.002830253,0.3130604,0.03057561,0.0009909441,0.0004722584,0.3143567,0.003022124,0.004390554,0.02459181,0.3049552,0.0004449803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.495534,0.07808185,0.01939718,0.3068413,0.001589931,0.008202936,0.02336803,0.0006608691,0.06632404],"genre_scores_gemma":[0.8373991,0.0525987,0.05820288,0.0229701,0.0003493911,0.00776505,0.01251883,0.0003104249,0.007885572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092597,"threshold_uncertainty_score":0.5778273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4824916432185802,"score_gpt":0.4084823464625361,"score_spread":0.07400929675604406,"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."}}