{"id":"W7083186226","doi":"10.29173/css229","title":"Editors introduction","year":2010,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"North African History and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Social studies; Social theory; Empirical research; Conceptual framework","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002487771,0.001714903,0.001261256,0.00420691,0.00552169,0.008174124,0.003025563,0.003306978,0.3739597],"category_scores_gemma":[0.01195108,0.0005320612,0.001079189,0.003094129,0.001435907,0.003527377,0.002894626,0.004404512,0.1733478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018027,"about_ca_system_score_gemma":0.01395807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1237175,"about_ca_topic_score_gemma":0.2397928,"domain_scores_codex":[0.9969451,0.0002002892,0.0001334207,0.0003798272,0.0018485,0.000492846],"domain_scores_gemma":[0.9843443,0.000764564,0.0003537606,0.0005979377,0.01110351,0.002835933],"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":[0.000004662456,0.000002451488,0.00003130866,0.00003404871,6.302539e-7,0.00001469652,0.00002997253,0.0000104222,0.00004520786,0.0004714893,0.9929038,0.006451256],"study_design_scores_gemma":[0.000001112699,0.000001919442,0.0001035822,0.00002966971,8.93504e-7,0.00001026647,0.00004569996,0.000007017639,0.0000161335,0.0001151151,0.9996653,0.000003396002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003836112,0.01006262,0.0008431027,0.08319241,0.696187,0.0003092967,0.003279129,0.0009332866,0.2048095],"genre_scores_gemma":[0.002867289,0.006528534,0.0007092762,0.01781584,0.1226052,0.0001189816,0.00181229,0.0005588576,0.8469838],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3739597,"threshold_uncertainty_score":0.8929704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693856350936562,"score_gpt":0.2141449670209332,"score_spread":0.1972064035115675,"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."}}