{"id":"W4238715426","doi":"10.4000/remi.5425","title":"Numéro ouvert","year":2011,"lang":"fr","type":"paratext","venue":"Revue européenne de migrations internationales","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001075084,0.0007623366,0.0006924612,0.0008043954,0.001113482,0.0004942101,0.00181841,0.0006543208,0.02922169],"category_scores_gemma":[0.000715079,0.0009571423,0.0007363235,0.001270458,0.001031754,0.001031896,0.0001512544,0.0008640587,0.02889781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735651,"about_ca_system_score_gemma":0.001560686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006569123,"about_ca_topic_score_gemma":0.06820012,"domain_scores_codex":[0.9945407,0.0009772991,0.001427078,0.001110035,0.001085029,0.0008598765],"domain_scores_gemma":[0.9954315,0.0007452214,0.0009200453,0.0006751469,0.001797666,0.0004303805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002251719,0.000497371,0.003243529,0.0001363489,0.000364845,0.00003367073,0.01381924,0.0007927074,0.00008278147,0.6240543,0.3558254,0.001127226],"study_design_scores_gemma":[0.0003437038,0.00007462534,0.01747911,0.0004954066,0.0002400073,0.00005088922,0.001385316,0.0009497791,0.0001271604,0.01777572,0.9601476,0.0009306656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06026864,0.02051241,0.03261457,0.0256512,0.02563161,0.001895898,0.003460896,0.0004348059,0.82953],"genre_scores_gemma":[0.2358423,0.009889092,0.004223383,0.0007270582,0.005908157,0.0002201374,0.002739194,0.0001527503,0.7402979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6062786,"threshold_uncertainty_score":0.9992879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685929589572562,"score_gpt":0.3161623435255334,"score_spread":0.2493030476298078,"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."}}