{"id":"W4231056223","doi":"10.3167/fpcs.2011.290310","title":"Abstracts","year":2011,"lang":"en","type":"article","venue":"French Politics Culture & Society","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391635,0.0001956379,0.0001951574,0.00001457164,0.001292676,0.00009277982,0.0006473874,0.0003470932,0.0006609532],"category_scores_gemma":[0.0002468623,0.0001927411,0.0002901959,0.0002539122,0.0006042033,0.0002463635,0.0001448797,0.0004674956,0.0001738884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003666284,"about_ca_system_score_gemma":0.0002935835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02595895,"about_ca_topic_score_gemma":0.001649135,"domain_scores_codex":[0.9979471,0.0001537658,0.0002957893,0.0002464606,0.0005594541,0.000797443],"domain_scores_gemma":[0.9988391,0.00005860538,0.0001552535,0.0003717715,0.0002493568,0.0003259541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[4.10194e-7,0.0002604884,0.006961086,0.00001842595,0.0000929641,0.000004572969,0.7046046,3.825382e-7,0.0001625417,0.1714093,0.1160568,0.0004283383],"study_design_scores_gemma":[0.000477417,0.00007350755,0.08316088,0.00004669205,0.00006448997,0.000001008457,0.06712524,0.000003867912,0.0007808078,0.1615861,0.6860916,0.0005884113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1694005,0.0006271814,0.0001288366,0.0009853806,0.00106884,0.0006925373,0.00005663463,0.0004649048,0.8265752],"genre_scores_gemma":[0.9778696,0.0002381766,0.006938427,0.002037705,0.000876753,0.0000384512,0.00001881483,0.00002390655,0.01195819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.814617,"threshold_uncertainty_score":0.9942349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.065744186091592,"score_gpt":0.3185449789846631,"score_spread":0.2528007928930711,"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."}}