{"id":"W4241749027","doi":"10.46692/9781529201277.006","title":"From Paris to Katowice: Moving from Agenda Setting to Recommendations","year":2019,"lang":"en","type":"other","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Operations research; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001300622,0.0002287674,0.0003535934,0.0002497069,0.0006476144,0.0006025201,0.001406507,0.0003658775,0.07465768],"category_scores_gemma":[0.00128819,0.0002199022,0.0001074166,0.0009505845,0.0001565186,0.0001937051,0.0004415454,0.0003001964,0.009475079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599835,"about_ca_system_score_gemma":0.0006343846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5880862,"about_ca_topic_score_gemma":0.1634429,"domain_scores_codex":[0.9962965,0.0005208729,0.0002871648,0.0007996156,0.001297344,0.0007984851],"domain_scores_gemma":[0.9978606,0.0008491161,0.000157934,0.0004723601,0.00008029988,0.0005796697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001308208,0.00001163046,0.0005243704,0.000001737935,0.00003063919,0.000001507186,0.0166612,0.000001004679,0.0000384852,0.0006597515,0.9408352,0.0412332],"study_design_scores_gemma":[0.00005233898,0.00001284146,0.0001442176,0.0001185497,0.000009292216,8.272063e-9,0.02497401,0.000005458811,0.00001815874,0.000957542,0.9734006,0.0003069747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001542368,0.0001135669,0.001267975,0.03950643,0.00204728,0.001007963,0.0004930123,0.0003377894,0.9550717],"genre_scores_gemma":[0.0007256346,0.0001738468,0.03227528,0.002753738,0.003740307,0.00007496702,0.00007777179,0.0001583067,0.9600201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4246433,"threshold_uncertainty_score":0.9912962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06464965545662929,"score_gpt":0.4355348965306257,"score_spread":0.3708852410739963,"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."}}