{"id":"W2402897364","doi":"","title":"Social Science Question Database and Research Tools","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Database; Information retrieval; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0430073,0.001355907,0.002773059,0.0251928,0.002129302,0.007883364,0.004039664,0.002472542,0.08452978],"category_scores_gemma":[0.1120765,0.002048369,0.002400621,0.02815517,0.001360085,0.008200807,0.00749383,0.003429024,0.03419305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004674223,"about_ca_system_score_gemma":0.01238164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008382205,"about_ca_topic_score_gemma":0.004162487,"domain_scores_codex":[0.9659582,0.01228131,0.01150802,0.003832632,0.005588809,0.0008309725],"domain_scores_gemma":[0.8685537,0.07425357,0.006495052,0.02264116,0.02450349,0.003553038],"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":[0.0009269938,0.000401029,0.004122321,0.007709961,0.0002542855,0.000340091,0.005872106,0.002354756,0.003450058,0.1331422,0.5234867,0.3179394],"study_design_scores_gemma":[0.0003208843,0.00008797915,0.002196524,0.0004403885,0.00005635253,0.0001467065,0.0009783146,0.003888943,0.003413341,0.03076301,0.9576022,0.000105226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.005054234,0.001413753,0.253227,0.004639656,0.0006014958,0.01421003,0.6220563,0.0600642,0.03873331],"genre_scores_gemma":[0.02316874,0.001135543,0.4245226,0.001303702,0.0003768867,0.03732004,0.4849886,0.006947676,0.02023622],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08452978,"threshold_uncertainty_score":0.2827803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121486052992892,"score_gpt":0.3694714258398697,"score_spread":0.2573228205405804,"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."}}