{"id":"W7065605722","doi":"","title":"Episode 102 - Shereen Denetto, IRCOM","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Work (physics); Refugee crisis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005155113,0.0004633988,0.0002289147,0.00050526,0.006455352,0.003612972,0.001099986,0.004317536,0.3807134],"category_scores_gemma":[0.001925977,0.0003320347,0.0002572979,0.000759794,0.0003791797,0.00138603,0.002183777,0.003839785,0.1343399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003456395,"about_ca_system_score_gemma":0.00809864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2810785,"about_ca_topic_score_gemma":0.5707683,"domain_scores_codex":[0.9994285,0.00003493606,0.000009096761,0.00003305179,0.0001939868,0.0003005005],"domain_scores_gemma":[0.9989987,0.00007415506,0.00002504119,0.00003994715,0.0004240214,0.0004381287],"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":[0.00001050017,0.00001112354,0.0001475734,0.00001888765,4.960775e-7,0.00009883394,0.0001349863,0.00000695924,0.00005263086,0.0008982145,0.9951598,0.003460047],"study_design_scores_gemma":[0.000006145857,0.000005935991,0.001050885,0.00003621475,7.006173e-7,0.00004315189,0.0007379975,0.00001402261,0.00004862995,0.000137996,0.9979153,0.000003023627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001848441,0.0005475334,0.00009872509,0.01705054,0.002100955,0.0001722492,0.003218879,0.0002734962,0.9746891],"genre_scores_gemma":[0.003426417,0.0001862784,0.0000262341,0.00571973,0.0001503133,0.00004080707,0.0007852461,0.00007789699,0.9895871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3807134,"threshold_uncertainty_score":0.8833371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00854994289904801,"score_gpt":0.1980907940967226,"score_spread":0.1895408511976746,"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."}}