{"id":"W2298183330","doi":"10.4000/hommesmigrations.3207","title":"Sylvain Pattieu, Beauté Parade","year":2015,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Parade; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004630438,0.0002116577,0.0002853443,0.00005520431,0.0009736287,0.0001479578,0.0002579648,0.0002139078,0.0003907779],"category_scores_gemma":[0.0003822628,0.0002239705,0.0001773108,0.0006748708,0.0009466706,0.0003440109,0.00006485842,0.0002277765,0.0009982309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004660286,"about_ca_system_score_gemma":0.0004208554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0218323,"about_ca_topic_score_gemma":0.05068583,"domain_scores_codex":[0.9980144,0.0003553128,0.0003088531,0.0002746897,0.0004828459,0.0005639142],"domain_scores_gemma":[0.9989231,0.0001990535,0.000113334,0.0002086659,0.0001749332,0.0003808896],"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":[0.000001666866,0.0001432604,0.001357006,0.000006575587,0.00005110727,0.000005748806,0.062661,0.00001904879,0.000001819218,0.1465808,0.7709162,0.01825576],"study_design_scores_gemma":[0.0002380868,0.00007345012,0.001817399,0.0000327071,0.00007366436,0.00000103493,0.02933362,0.0001035844,0.000007075546,0.02251351,0.9455528,0.0002530804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01702186,0.7756299,0.0007195515,0.06569503,0.006447807,0.0004278642,0.0001465925,0.0001795302,0.1337318],"genre_scores_gemma":[0.6821898,0.004924573,0.0008386276,0.001487535,0.003019436,0.00008749477,0.00004663745,0.00002678786,0.3073791],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7707053,"threshold_uncertainty_score":0.9997796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07843176652543969,"score_gpt":0.2978893770610381,"score_spread":0.2194576105355984,"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."}}