{"id":"W4413611466","doi":"10.64628/aak.f74vfu6kr","title":"Réfugiés syriens : une image à rectifier","year":2018,"lang":"fr","type":"preprint","venue":"","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Image (mathematics); Computer vision; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001490583,0.000481852,0.0005852368,0.00004632181,0.001089889,0.0003492774,0.0008951391,0.001064777,0.02134657],"category_scores_gemma":[0.0002522986,0.0004766526,0.0006553845,0.0005610347,0.00307344,0.0001925205,0.0007498298,0.0008967391,0.00608387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017417,"about_ca_system_score_gemma":0.0008079557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03388999,"about_ca_topic_score_gemma":0.005624608,"domain_scores_codex":[0.9959354,0.000449415,0.0006066019,0.0009653193,0.0007943136,0.001248906],"domain_scores_gemma":[0.9974124,0.0001985759,0.0002866804,0.0008619874,0.0006009241,0.0006394431],"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":[0.000003821956,0.0001420477,0.0003042284,0.00007316397,0.0001317045,0.000009141724,0.06435046,0.000003135506,0.00003548911,0.8339076,0.09882812,0.002211067],"study_design_scores_gemma":[0.0001498888,0.00004550061,0.0008979857,0.0001061795,0.0000897727,0.000002605898,0.01588982,0.0003512562,0.0001100269,0.1769714,0.8047788,0.0006067638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0754169,0.0004158507,0.002425532,0.02820766,0.008972207,0.0005046619,0.0001002722,0.0001891409,0.8837678],"genre_scores_gemma":[0.2564927,0.001013319,0.01170118,0.002556534,0.007076874,0.00005013946,0.000049864,0.00007582835,0.7209836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7059507,"threshold_uncertainty_score":0.9997685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644090589734062,"score_gpt":0.3263551946653315,"score_spread":0.2899142887679909,"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."}}