{"id":"W2994746025","doi":"10.7202/1064972ar","title":"INSIDERS AND OUTSIDERS","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Theme (computing); Humanism; Literature; Aesthetics; Sociology; Epistemology; Philosophy; Linguistics; Art; Theology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006635311,0.000564442,0.0006070981,0.001476604,0.01098539,0.01868823,0.0009229871,0.002653836,0.01315102],"category_scores_gemma":[0.01145814,0.0004057203,0.0003477494,0.001442879,0.0311239,0.01027505,0.005388832,0.00491059,0.002695415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109588,"about_ca_system_score_gemma":0.003421457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281543,"about_ca_topic_score_gemma":0.0091767,"domain_scores_codex":[0.9869422,0.007060614,0.0001969718,0.001382441,0.002667916,0.001749922],"domain_scores_gemma":[0.9929374,0.003204848,0.0006420022,0.001039619,0.0009531042,0.001223032],"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":[0.00003535349,0.00003041308,0.002746288,0.00007356771,0.00001396736,0.0002681112,0.2251412,0.00006344776,0.0004258298,0.6941791,0.05291922,0.02410365],"study_design_scores_gemma":[0.000008803653,0.00002685553,0.001916887,0.0002985348,0.00001371396,0.0002331197,0.1721593,0.0001362082,0.0003579416,0.06476992,0.7600536,0.00002511645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04227443,0.004384497,0.003611716,0.03494126,0.001842256,0.00002197814,0.00004341163,0.0000951089,0.9127853],"genre_scores_gemma":[0.8538158,0.001779853,0.000748385,0.008181065,0.001016319,0.00003187435,0.00003977024,0.0003408628,0.134046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01868823,"threshold_uncertainty_score":0.04399455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530036362502426,"score_gpt":0.2764491364319907,"score_spread":0.2611487728069665,"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."}}