{"id":"W4385414577","doi":"10.2139/ssrn.4526810","title":"Information Campaigns and Migration Perceptions","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Perception; Psychology; Political science; Social psychology; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003241688,0.0002797913,0.0002423853,0.002374249,0.001766518,0.005103722,0.0003653324,0.001527427,0.01554225],"category_scores_gemma":[0.02414716,0.0002736444,0.00036813,0.001457598,0.001317184,0.002566158,0.001765002,0.00263594,0.001153076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009519876,"about_ca_system_score_gemma":0.001062415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008361612,"about_ca_topic_score_gemma":0.007449194,"domain_scores_codex":[0.9976513,0.001157979,0.0001496622,0.0001064775,0.0004023227,0.0005323697],"domain_scores_gemma":[0.9675632,0.01546293,0.009033252,0.0006215801,0.002587116,0.004731896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006033893,0.001707213,0.8947456,0.0002099397,0.0001254084,0.0004015889,0.06750207,0.0001852734,0.0005270102,0.004452346,0.002557949,0.02698215],"study_design_scores_gemma":[0.00008160993,0.0005345053,0.7778428,0.0003203582,0.0001425125,0.0003565048,0.2044015,0.0006669627,0.0004731807,0.001752605,0.01337231,0.00005519966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976685,0.0003899626,0.00007438451,0.002068876,0.00004795567,0.00002597554,0.00007282935,0.000005110527,0.02062987],"genre_scores_gemma":[0.9975677,0.000185657,0.00002870113,0.0002575828,0.00003916158,0.000009147783,0.00003918224,0.000003696877,0.001869349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554225,"threshold_uncertainty_score":0.05199397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007679327654314797,"score_gpt":0.2742538119710314,"score_spread":0.2665744843167166,"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."}}