{"id":"W7021364032","doi":"","title":"Vulnerable Women","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Qualitative research","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":[0.0001510936,0.0002368019,0.0002898981,0.0000647129,0.00006071225,0.00003282465,0.0002458596,0.0001646221,0.7780042],"category_scores_gemma":[0.00002248851,0.0002584162,0.00007449381,0.000009674472,0.00003873886,1.345667e-7,0.00004823379,0.0003393206,0.006318343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440717,"about_ca_system_score_gemma":0.00001369731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007351796,"about_ca_topic_score_gemma":0.0002692662,"domain_scores_codex":[0.9988835,0.00003532125,0.000344271,0.0001104499,0.0002557003,0.0003707717],"domain_scores_gemma":[0.9994379,0.00003369657,0.0001192967,0.0002776425,0.00002323792,0.0001082428],"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":[0.00001289145,0.00001400884,0.000002319468,0.0001820037,0.00006537975,0.000008630461,0.00009411212,0.004916604,0.000001285001,0.00001612484,0.9935158,0.001170837],"study_design_scores_gemma":[0.0002997409,0.00007398647,0.00000201642,0.0000187527,0.00001398352,0.00001430564,0.00009525004,0.0002288228,0.00002704865,0.000005421058,0.9989471,0.0002735769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000392775,0.0004501686,2.981059e-7,0.00001781849,0.0002569215,0.0001973721,0.00008864862,0.0004616004,0.9981344],"genre_scores_gemma":[0.003372219,0.0002649613,0.0001454758,0.0001179918,0.0001003997,0.00005853413,0.00007984198,0.0001658797,0.9956947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7716858,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003904019820569315,"score_gpt":0.16077370110952,"score_spread":0.1568696812889507,"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."}}