{"id":"W1518137539","doi":"10.4000/monderusse.7325","title":"Paradigms, Categories, or Fuzzy Algorithms?","year":2010,"lang":"fr","type":"article","venue":"Cahiers du monde russe","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Sociology; Art","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":[0.006903933,0.0004430111,0.0007759509,0.003238736,0.002112902,0.006006997,0.0016646,0.002888585,0.009270991],"category_scores_gemma":[0.01243056,0.0002363631,0.0005930654,0.003481966,0.01540364,0.01475155,0.002486794,0.003007867,0.0009425872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423013,"about_ca_system_score_gemma":0.001621978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003415594,"about_ca_topic_score_gemma":0.002901196,"domain_scores_codex":[0.9959677,0.002342021,0.000164931,0.0005189028,0.0007430175,0.0002634722],"domain_scores_gemma":[0.9923924,0.005124336,0.0005117831,0.0006762608,0.0009364083,0.0003588754],"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":[0.000006728561,0.00000374989,0.00008996554,0.00002193125,0.000003504942,0.000006253947,0.0001710091,0.0002092875,0.0000115059,0.9933352,0.001285749,0.004855029],"study_design_scores_gemma":[0.000002801952,0.000002318699,0.000036345,0.00002150382,8.917871e-7,0.000009891336,0.0001792353,0.0007240332,0.00001267507,0.9928712,0.006136598,0.000002365022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05652177,0.05461845,0.3680311,0.195825,0.002974327,0.0001231513,0.0004319761,0.0004028402,0.3210713],"genre_scores_gemma":[0.8772134,0.008804912,0.09067895,0.005986651,0.002053587,0.0002096637,0.0001738863,0.00008492573,0.01479399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009270991,"threshold_uncertainty_score":0.0365119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638109979940457,"score_gpt":0.2948912212558956,"score_spread":0.2785101214564911,"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."}}