{"id":"W6963267121","doi":"10.17605/osf.io/s8q9r","title":"MDRRomania","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romanian; Remittance; Order (exchange); Empirical research; Panel data; Econometric model","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00415419,0.0001544855,0.0001822832,0.00009066053,0.0006571432,0.0001764886,0.0009064147,0.0001945205,0.7431388],"category_scores_gemma":[0.002489138,0.0001735277,0.0001037618,0.0003457365,0.0005675061,0.000282591,0.0003890385,0.0002213394,0.8723091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941457,"about_ca_system_score_gemma":0.0002614464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389024,"about_ca_topic_score_gemma":0.01362594,"domain_scores_codex":[0.9971708,0.0006030354,0.0003129751,0.001028137,0.0004620869,0.0004229715],"domain_scores_gemma":[0.9975185,0.000190659,0.0001387607,0.001611628,0.0002773041,0.0002631054],"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":[0.0001264694,0.0005337794,0.04831891,0.00003571831,0.0001500269,0.00002239842,0.1190105,0.00009655855,0.004752487,0.4714174,0.3054657,0.05006998],"study_design_scores_gemma":[0.0002186322,7.475251e-7,0.007637111,0.00001588331,0.00001802781,0.000002652269,0.001612672,0.000681126,0.0007734078,0.007304588,0.9814987,0.0002364046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1901458,3.689101e-7,0.001320533,0.000960558,0.0004324289,0.0003249895,0.000005176478,0.000192238,0.8066179],"genre_scores_gemma":[0.5058352,0.0000592128,0.000888963,0.0004100002,0.0003005951,0.00003354837,0.000005245495,0.00001616887,0.492451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.676033,"threshold_uncertainty_score":0.7603594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549348428865061,"score_gpt":0.29134464001899,"score_spread":0.2758511557303394,"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."}}