{"id":"W1996187572","doi":"10.1080/17409290601040346","title":"Genre and Image in Francophone Chinese Works","year":2006,"lang":"en","type":"article","venue":"Contemporary French and Francophone Studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Image (mathematics); Art; Linguistics; History; Artificial intelligence; Computer science; Philosophy; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145319,0.0003352319,0.0002756265,0.005031607,0.007092055,0.006931896,0.0005236107,0.0005195537,0.008097628],"category_scores_gemma":[0.003191405,0.0001196169,0.0001833667,0.004700973,0.004259031,0.001598603,0.001711601,0.0006092147,0.0003859832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005226469,"about_ca_system_score_gemma":0.00179885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07807902,"about_ca_topic_score_gemma":0.1413477,"domain_scores_codex":[0.9991512,0.0002554979,0.00004902781,0.00007638535,0.000263253,0.0002045352],"domain_scores_gemma":[0.998109,0.0005315698,0.0003906962,0.0001162866,0.0003646838,0.0004877626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003104423,0.0001158639,0.09794526,0.0002416194,0.00004157392,0.001329049,0.793496,0.00007139613,0.002105948,0.03240794,0.008145367,0.06378964],"study_design_scores_gemma":[0.00002893423,0.0001234162,0.4496887,0.0003714462,0.00003570251,0.0006548039,0.47358,0.000217939,0.0004318684,0.001852593,0.07296935,0.00004527338],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915309,0.001334034,0.00007461247,0.0007508623,0.00008608621,0.00001127634,0.0001100451,0.00001080806,0.1060914],"genre_scores_gemma":[0.9894223,0.0004149893,0.00004720649,0.0000566021,0.00004330122,0.000004921825,0.00005437679,0.00001301866,0.009943352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07807902,"threshold_uncertainty_score":0.1552491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812261778853652,"score_gpt":0.272973474045541,"score_spread":0.2548508562570045,"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."}}