{"id":"W4285055345","doi":"10.1007/978-3-030-98985-9_2","title":"Political Science In, Of, and With Public Health","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Ottawa","funders":"","keywords":"Stalemate; Politics; Public health; Typology; Political science; Public policy; Public administration; Sociology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004633123,0.000482916,0.0003890512,0.001632741,0.002915696,0.01060641,0.0007231437,0.003287334,0.00884922],"category_scores_gemma":[0.006682727,0.000296325,0.0002282332,0.00276573,0.01726907,0.005475051,0.001890277,0.004491518,0.001608747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006882572,"about_ca_system_score_gemma":0.009705112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004750513,"about_ca_topic_score_gemma":0.004369168,"domain_scores_codex":[0.9937973,0.004194646,0.0000888716,0.0002884351,0.001286032,0.0003448467],"domain_scores_gemma":[0.9930339,0.005568075,0.0002490119,0.0002917069,0.0005935256,0.0002636822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001688152,0.000005805208,0.00005130038,0.00002390255,0.000001251987,0.00001213598,0.0003565579,0.0001532622,0.00001438669,0.9788905,0.0160582,0.004431015],"study_design_scores_gemma":[0.000003577976,0.000003232654,0.0001358366,0.000180874,0.000002046205,0.00002215697,0.000535107,0.0003288754,0.00005239257,0.6807238,0.3180079,0.000004265752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002075726,0.032878,0.008174561,0.1996092,0.002008463,0.00003697027,0.00006107237,0.00004554573,0.7551104],"genre_scores_gemma":[0.4423889,0.06239782,0.01100605,0.0538528,0.01123788,0.000338293,0.0001715317,0.0001622232,0.4184445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9970843,"threshold_uncertainty_score":0.04993683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055141592888708,"score_gpt":0.3138384348644953,"score_spread":0.2432870189356082,"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."}}