{"id":"W4254159392","doi":"10.1080/17409290701248948","title":"Questionnaire","year":2007,"lang":"en","type":"article","venue":"Contemporary French and Francophone Studies","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; History; Entertainment; Art history; Humanities; Classics; Media studies; Art; Political science; Sociology; Law","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":[0.0006844737,0.0001435491,0.0002255181,0.00006589811,0.0007016333,0.00003779465,0.00009185889,0.00008376769,0.00002663124],"category_scores_gemma":[0.0004117222,0.0001210812,0.00004885961,0.0001729101,0.001125655,0.0002650202,0.00003880045,0.00009865758,0.00003130537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611904,"about_ca_system_score_gemma":0.0002850096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894404,"about_ca_topic_score_gemma":0.01121519,"domain_scores_codex":[0.9988387,0.00008240878,0.0002813911,0.0002346963,0.0002418874,0.0003209722],"domain_scores_gemma":[0.9992021,0.000138485,0.00008753727,0.0001213253,0.0002830981,0.0001675068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001931977,0.00007559077,0.4714463,0.00007589181,0.0001943771,0.00003798299,0.3101954,7.123851e-7,0.0001873226,0.01002919,0.2013106,0.00642733],"study_design_scores_gemma":[0.0005516976,0.00004749834,0.4885398,0.0000713143,0.000008324693,0.00000183591,0.1050257,0.000003619436,0.0001858971,0.0008525922,0.4044366,0.0002750834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8243899,0.1082517,0.0004190551,0.006641776,0.003657657,0.0005409764,0.00001514171,0.000269954,0.05581389],"genre_scores_gemma":[0.9862865,0.001149233,0.0001778588,0.001561317,0.0008339483,0.00000978987,0.000005050901,0.000007881397,0.009968438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051697,"threshold_uncertainty_score":0.9997188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1495834304098344,"score_gpt":0.4063092628659941,"score_spread":0.2567258324561597,"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."}}