{"id":"W7029416866","doi":"","title":"Jamie Lee Hamilton Testimony","year":2012,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"Diverse academic and cultural studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Sex workers; Sex work; Feeling; Sex trafficking; Black male; Forcing (mathematics); Work (physics)","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":[0.00008856711,0.0003684094,0.0005942053,0.0005039588,0.0001442888,0.00002922014,0.000573331,0.0005439638,0.009203087],"category_scores_gemma":[0.00002210059,0.000426943,0.0002117437,0.0004346184,0.0001577271,0.0002196166,0.000191485,0.0003819324,0.009878598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193273,"about_ca_system_score_gemma":0.00001178741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040067,"about_ca_topic_score_gemma":0.00269445,"domain_scores_codex":[0.998678,0.00001448684,0.0002302293,0.0005397762,0.0000593968,0.0004781269],"domain_scores_gemma":[0.9990472,0.00002302321,0.0003941142,0.0003491409,0.00002078695,0.0001657396],"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":[0.000006967466,0.00004058323,0.1569583,0.00003139159,0.000199186,0.00002637253,0.00001726947,0.000001232665,5.698901e-8,0.03163462,0.8099995,0.001084576],"study_design_scores_gemma":[0.000484187,0.00002146233,0.0003401061,0.00005677105,0.0000564427,4.130975e-9,0.00147805,0.000004703603,0.000004027478,0.0003961913,0.9966174,0.0005406951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003108159,0.01324882,0.0001146009,0.0001327551,0.0007365027,0.0002075765,0.0005684032,0.0002508757,0.9844297],"genre_scores_gemma":[0.005708292,0.007616335,0.0001855437,0.0002196514,0.0004180515,0.000001217,0.00009087927,0.0001733729,0.9855866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1866179,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993205879838092,"score_gpt":0.190906024802163,"score_spread":0.1609739660037821,"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."}}