{"id":"W4405648153","doi":"10.1353/mos.2022.a948439","title":"A Q&A with Chigbo Arthur Anyaduba","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004521691,0.00004827301,0.00007759828,0.000045864,0.001669523,0.0000528,0.0001446305,0.00001814728,0.002584518],"category_scores_gemma":[0.00002164505,0.00004638755,0.00002399424,0.0003197954,0.00006904805,0.00009487819,0.00003000334,0.0001126634,0.00009954954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102552,"about_ca_system_score_gemma":0.0003003952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008099332,"about_ca_topic_score_gemma":0.1337319,"domain_scores_codex":[0.9990239,0.0001295649,0.0000883558,0.0001386216,0.0004024104,0.0002171886],"domain_scores_gemma":[0.9996917,0.00001783163,0.00004657686,0.0001259752,0.00003050626,0.00008742762],"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":[0.00007174385,0.0003252341,0.3261887,0.00004410454,0.00003080649,0.0000167929,0.1568543,0.0001688268,0.00007421398,0.1413137,0.3716839,0.00322778],"study_design_scores_gemma":[0.000209756,0.00007763768,0.0290801,0.000003037185,0.000008750218,0.000002474308,0.004323296,0.00001512052,0.000003184412,0.006943779,0.9592178,0.0001150852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647897,0.0002671216,0.0001390392,0.00387636,0.0003292396,0.0002292143,0.00001819523,0.0001007088,0.03025042],"genre_scores_gemma":[0.9816426,0.0001133749,0.0001477028,0.0007660593,0.0002496817,0.00004191593,0.00002656615,0.000007307148,0.01700478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875339,"threshold_uncertainty_score":0.9996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337560254670265,"score_gpt":0.3126544205847214,"score_spread":0.2792788180380187,"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."}}