{"id":"W4392089831","doi":"10.51644/9780889207967-004","title":"Preface","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":[],"consensus_categories":[],"category_scores_codex":[0.0007415724,0.0007774071,0.0007137586,0.001880468,0.002009634,0.00380278,0.001396096,0.00125385,0.4715574],"category_scores_gemma":[0.005063319,0.0003072916,0.0005034428,0.00187855,0.0006771907,0.002968415,0.001791031,0.002493334,0.3028647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859004,"about_ca_system_score_gemma":0.001660143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002890678,"about_ca_topic_score_gemma":0.003847,"domain_scores_codex":[0.9992257,0.00008975452,0.00004536187,0.000142927,0.0004301636,0.00006603124],"domain_scores_gemma":[0.9980423,0.000346329,0.00007511694,0.0001780904,0.001072478,0.000285702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001471388,0.00001455567,0.00007247231,0.00009651254,0.000001429424,0.0000306748,0.0001165021,0.00005403681,0.00008436925,0.007834257,0.9408491,0.0508313],"study_design_scores_gemma":[0.000001256694,0.00000584086,0.0001082026,0.000070017,5.753309e-7,0.00003293206,0.00004858292,0.00001280219,0.0000243509,0.001149499,0.998544,0.000001990771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008296,0.009668859,0.003241837,0.01476875,0.05004624,0.0002348597,0.00512162,0.001002865,0.9150854],"genre_scores_gemma":[0.003592109,0.005062652,0.001687643,0.003172898,0.007102865,0.0001132804,0.004316604,0.0005183927,0.9744337],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4715574,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706248199495905,"score_gpt":0.2709865134109639,"score_spread":0.2539240314160048,"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."}}