{"id":"W4245607649","doi":"10.4000/hommesmigrations.2771","title":"Des étoiles","year":2014,"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":"","funders":"","keywords":"Geology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002997028,0.0001475103,0.0001969019,0.00003988938,0.001902283,0.000123481,0.0001820327,0.0001342638,0.0008494944],"category_scores_gemma":[0.0003832718,0.0001533725,0.000151003,0.0004601147,0.001709196,0.0002591462,0.00004036189,0.0001272613,0.0006748778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815452,"about_ca_system_score_gemma":0.00008216948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01559092,"about_ca_topic_score_gemma":0.09821625,"domain_scores_codex":[0.9986788,0.0002775855,0.00020037,0.0001942798,0.0002303713,0.0004186175],"domain_scores_gemma":[0.9992281,0.0003039312,0.00006892832,0.0001436344,0.0001127883,0.0001426094],"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":[5.736268e-7,0.00008070993,0.001613441,0.00001170022,0.00003132148,5.179741e-7,0.0321967,0.000007963094,0.000007588263,0.4169633,0.43019,0.1188963],"study_design_scores_gemma":[0.00009358066,0.0000425797,0.007961402,0.00004026502,0.00004920149,3.895661e-7,0.00811916,0.0001062603,0.00001261203,0.05697117,0.9264334,0.0001699837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03957107,0.5703123,0.003024659,0.02182248,0.00346113,0.000219231,0.00004889245,0.0001605624,0.3613797],"genre_scores_gemma":[0.7597382,0.006187344,0.0012863,0.0007085023,0.002072994,0.00003341687,0.00001134234,0.00001453968,0.2299473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7201672,"threshold_uncertainty_score":0.9993971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204770070748656,"score_gpt":0.2745462830031165,"score_spread":0.2324985822956299,"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."}}