{"id":"W4382724183","doi":"10.1088/1742-6596/2536/1/011002","title":"Peer Review Statement","year":2023,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scientific publishing; Publishing; Statement (logic); Library science; Peer review; Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1359719,0.002955782,0.007384778,0.01022607,0.005766498,0.0241514,0.008868379,0.01060904,0.2234752],"category_scores_gemma":[0.442786,0.00209236,0.003039249,0.008573573,0.006715927,0.009946523,0.007348984,0.01317276,0.2668218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004459668,"about_ca_system_score_gemma":0.0612133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102015,"about_ca_topic_score_gemma":0.002586578,"domain_scores_codex":[0.8326367,0.04633812,0.02863337,0.0165399,0.07040469,0.005447197],"domain_scores_gemma":[0.1906385,0.05461445,0.02345461,0.07685348,0.6377276,0.01671137],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002323813,0.00007214164,0.0003262035,0.002711152,0.00008712089,0.0002953956,0.0007878523,0.00007878993,0.001014337,0.003600135,0.9400614,0.05073318],"study_design_scores_gemma":[0.0001439992,0.00005527697,0.001049427,0.004449605,0.00006272781,0.0004608231,0.0005986418,0.0002776818,0.0006708906,0.004262923,0.9878962,0.00007187528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00569549,0.0206641,0.105884,0.2014192,0.3606387,0.06179578,0.04675124,0.01527733,0.1818741],"genre_scores_gemma":[0.04278468,0.03011362,0.2242988,0.04568158,0.1160666,0.06606896,0.06500163,0.01984543,0.3901388],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8640281,"threshold_uncertainty_score":0.7475992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09661923573892875,"score_gpt":0.375559776582012,"score_spread":0.2789405408430833,"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."}}