{"id":"W4383105853","doi":"10.1111/anhu.12478","title":"Unassisted steering","year":2023,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01533794,0.0009229924,0.0007194726,0.00168543,0.006714973,0.01092471,0.002965528,0.004236141,0.3865258],"category_scores_gemma":[0.02995633,0.0006521639,0.0007125573,0.001503632,0.001523388,0.004526736,0.008523125,0.005732947,0.2349212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004571789,"about_ca_system_score_gemma":0.0177842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261143,"about_ca_topic_score_gemma":0.01518529,"domain_scores_codex":[0.9844887,0.00330282,0.0008689146,0.002815805,0.005848905,0.00267484],"domain_scores_gemma":[0.9744654,0.002282279,0.0006765865,0.002954143,0.01521296,0.004408706],"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":[0.00002471397,0.00001707667,0.0003035729,0.00007396159,0.000003258049,0.00007395806,0.0005925648,0.00005206736,0.0002126178,0.02057154,0.9501804,0.02789428],"study_design_scores_gemma":[0.000003913516,0.0000038625,0.0001341727,0.00006119248,0.000001277537,0.00001488917,0.0003142959,0.00005048613,0.00007909354,0.001562774,0.9977684,0.000005615533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001515336,0.001189368,0.009686704,0.06991384,0.02720653,0.0009915665,0.002851489,0.001755691,0.8848895],"genre_scores_gemma":[0.01252704,0.0004764702,0.001679132,0.01643109,0.003258745,0.0006108994,0.001192157,0.0006673553,0.9631572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3865258,"threshold_uncertainty_score":0.8750465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500969099121964,"score_gpt":0.372064010276389,"score_spread":0.3219671003641926,"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."}}