{"id":"W2086910081","doi":"10.1353/ces.0.0019","title":"Towards a Francophone Community (review)","year":2007,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Caribbean and African Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"French; Sociology; Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004794866,0.0001552901,0.0002780455,0.00007920089,0.000432752,0.00001088237,0.0001674837,0.00004200722,0.00104584],"category_scores_gemma":[0.00009294863,0.0001173515,0.0001127449,0.0001298319,0.0003008968,0.00005177052,0.00002788218,0.0004072421,0.000127896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006833,"about_ca_system_score_gemma":0.00009990721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0404726,"about_ca_topic_score_gemma":0.8547069,"domain_scores_codex":[0.9991624,0.00005018244,0.0001930525,0.0001120609,0.0001126379,0.0003696171],"domain_scores_gemma":[0.9992279,0.0000632935,0.00004148599,0.0002324701,0.000205219,0.0002296502],"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":[0.000003636912,0.00001223618,0.000002893811,0.0002326033,0.0001270533,0.00003570454,0.09934699,2.745503e-8,0.000005746771,0.03298097,0.6595563,0.2076958],"study_design_scores_gemma":[0.0001527854,0.00004844518,0.005578144,0.0004460781,0.00004006995,0.000006353077,0.1418282,7.481567e-8,0.00001501191,0.0012306,0.8504203,0.000233937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001105654,0.669548,0.000001110412,0.001307687,0.001030035,0.0001264464,0.0001544639,0.0000416004,0.326685],"genre_scores_gemma":[0.7666831,0.1090289,0.00004001298,0.07348084,0.003688499,0.00004652604,0.0001098379,0.00004980228,0.04687252],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8142343,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251690101265687,"score_gpt":0.3284694826307902,"score_spread":0.2033004725042215,"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."}}