{"id":"W4389364758","doi":"","title":"Mainstreaming Sociology in EU Studies","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mainstreaming; Sociology; Political science; Social science; Pedagogy; Special education","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":[0.06031025,0.0009997579,0.002421308,0.01304225,0.01199585,0.02838219,0.002353397,0.01256034,0.008353996],"category_scores_gemma":[0.058024,0.0007550404,0.0005020084,0.0140659,0.07425441,0.03851718,0.01736189,0.008641033,0.0007430785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01741079,"about_ca_system_score_gemma":0.0130522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004637844,"about_ca_topic_score_gemma":0.004428046,"domain_scores_codex":[0.9475505,0.04319345,0.001234456,0.002896013,0.002949016,0.002176491],"domain_scores_gemma":[0.8792002,0.1023768,0.002620787,0.007401326,0.00408849,0.004312431],"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":[0.00001182333,0.00001494267,0.0002290742,0.00008860416,0.000005245121,0.00002653651,0.01020806,0.00005597154,0.00002727083,0.9810067,0.001805686,0.006520047],"study_design_scores_gemma":[0.00001734289,0.00001446758,0.0004872021,0.0006736855,0.000006677588,0.00003154199,0.01484474,0.0002233992,0.00008140485,0.9271556,0.05645722,0.0000067577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0789296,0.1403111,0.02536766,0.3647057,0.00721587,0.0001089769,0.0001386582,0.0001423585,0.38308],"genre_scores_gemma":[0.9496814,0.0151239,0.002757054,0.0133082,0.003730705,0.0001904954,0.00005452359,0.0001807998,0.01497281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06031025,"threshold_uncertainty_score":0.3189549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441438796223779,"score_gpt":0.3074443531643221,"score_spread":0.2730299652020843,"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."}}