{"id":"W4399362217","doi":"10.1080/00085006.2024.2356460","title":"Pro-dvizhenie: advanced Russian through film and media","year":2024,"lang":"en","type":"article","venue":"Canadian Slavonic Papers","topic":"Sociopolitical Dynamics in Russia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Political science; Art; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002819996,0.0001612333,0.0001661122,0.00009968077,0.000559588,0.0002008222,0.0002648153,0.0002231838,0.001041961],"category_scores_gemma":[0.000436763,0.0001619792,0.00007263784,0.0004082588,0.000907658,0.0002531315,0.00002386661,0.0003156897,0.000164725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043766,"about_ca_system_score_gemma":0.00243737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1144731,"about_ca_topic_score_gemma":0.6249115,"domain_scores_codex":[0.9981432,0.00009545664,0.0001680673,0.0004090078,0.0002888514,0.0008954381],"domain_scores_gemma":[0.9984985,0.0003473664,0.00001687972,0.0002110663,0.00001864113,0.0009075242],"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":[0.000001057178,0.000002511144,0.0002456244,0.00001478302,0.00001951223,0.00008573943,0.01854015,0.000001319057,0.00001322744,0.9671162,0.001021859,0.01293796],"study_design_scores_gemma":[0.0001733855,0.00002240449,0.003866412,0.0001032864,0.00003643053,0.000006054367,0.01243061,0.0001851761,0.000006502249,0.07692241,0.9058728,0.0003745871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03509677,0.005014277,0.000007190486,0.01806576,0.001721538,0.0003573609,0.0001291528,0.0002551848,0.9393528],"genre_scores_gemma":[0.9926323,0.0005530454,0.0005309763,0.00138992,0.0003172042,0.00003790164,0.00001502982,0.00003372686,0.004489931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9575355,"threshold_uncertainty_score":0.9998712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166442185408966,"score_gpt":0.3047612769617148,"score_spread":0.2881170584208183,"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."}}