{"id":"W7162486954","doi":"10.15847/ciesoemcw122019","title":"Human trafficking and migration: Interview with Jacquelyn Meshelemiah","year":2019,"lang":"en","type":"other","venue":"Repositório do ISCTE-IUL","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Work (physics); Social work; Human trafficking; State (computer science); Social assistance; Social change","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071781,0.001212574,0.001494398,0.0007661927,0.0002212283,0.0006303936,0.0006174296,0.0008218184,0.001505093],"category_scores_gemma":[0.00006746914,0.001013342,0.0002673371,0.0005735881,0.000274686,0.0002525229,0.0002425842,0.0008449442,0.002840549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959653,"about_ca_system_score_gemma":0.0004008334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007178246,"about_ca_topic_score_gemma":0.004247288,"domain_scores_codex":[0.9951357,0.0003930811,0.0008657476,0.001672484,0.0009672893,0.0009656641],"domain_scores_gemma":[0.9961106,0.00005354342,0.001233554,0.001869833,0.0001650573,0.0005674436],"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":[0.00004510587,0.0001767071,0.001619007,0.001505914,0.0009912538,0.0003689227,0.001203376,0.0000165131,0.002296893,0.001315972,0.9876409,0.002819441],"study_design_scores_gemma":[0.001333841,0.0003549736,0.0004824417,0.006415131,0.0006379868,0.0009004544,0.0001727125,0.00004816947,0.0003422104,0.0000159112,0.9878259,0.001470305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005803735,0.02180787,0.0001260746,0.0004013337,0.0004311516,0.002287815,0.0001372557,0.001709751,0.967295],"genre_scores_gemma":[0.02989265,0.0003893288,0.001434858,0.000397193,0.000828593,0.0001470133,0.0002872786,0.004030545,0.9625925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02408892,"threshold_uncertainty_score":0.9994076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549426511774319,"score_gpt":0.2578690131472299,"score_spread":0.2423747480294867,"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."}}