{"id":"W2621920519","doi":"","title":"Introduction: theme, perspective and case study","year":2016,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Perspective (graphical); Theme (computing); Sociology; Art; Computer science; Visual arts; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.002659544,0.0004907303,0.0004228772,0.002095451,0.003684039,0.007674806,0.001420484,0.003823864,0.02722469],"category_scores_gemma":[0.00340397,0.0002540995,0.0004519663,0.003889628,0.003488268,0.004207181,0.003874683,0.003739951,0.005818953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003918771,"about_ca_system_score_gemma":0.00306536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640563,"about_ca_topic_score_gemma":0.002339722,"domain_scores_codex":[0.9983199,0.0007001081,0.00008375214,0.0002739679,0.0003979224,0.000224235],"domain_scores_gemma":[0.9987581,0.0007746706,0.00007933549,0.00005415744,0.0001844634,0.0001493522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001381844,0.0001226669,0.00103605,0.001700402,0.000006149778,0.001622086,0.051767,0.0002050416,0.001880915,0.5906241,0.293777,0.05712045],"study_design_scores_gemma":[0.000007189733,0.00002822598,0.0007646019,0.0006499963,0.000002791736,0.0006445543,0.01719685,0.00006613958,0.0002761501,0.01684308,0.9635101,0.00001033551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.05425926,0.05170118,0.0275065,0.1963923,0.02356319,0.001036501,0.003648312,0.0002660152,0.6416268],"genre_scores_gemma":[0.3927048,0.03358438,0.02158045,0.04323879,0.01279925,0.002506932,0.002813224,0.0005705974,0.4902016],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02722469,"threshold_uncertainty_score":0.09107566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341909227379935,"score_gpt":0.3272541064744295,"score_spread":0.2838350142006302,"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."}}