{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003148304,0.00007682033,0.0001401999,0.00006405479,0.001903868,0.00002402238,0.0001464756,0.00009884893,0.001606603],"category_scores_gemma":[0.00003958839,0.0000717238,0.00005505726,0.000238568,0.001113573,0.00005065758,0.00005980832,0.00009265041,0.0009077598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003393643,"about_ca_system_score_gemma":0.00004020852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081163,"about_ca_topic_score_gemma":0.007060751,"domain_scores_codex":[0.9990534,0.00009121169,0.0001171795,0.0001755374,0.0001427285,0.0004199441],"domain_scores_gemma":[0.9996803,0.00008274522,0.00003473927,0.0001216741,0.00003304031,0.00004745039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006675165,0.00003128634,0.003268953,0.000008680725,0.00007492317,0.0001106669,0.08435016,0.000005016853,0.0001004128,0.8222833,0.08191073,0.007849189],"study_design_scores_gemma":[0.0002220279,0.00006984818,0.006861133,0.000007383495,0.00001553235,0.000001695651,0.1681172,0.00001716105,0.00003562527,0.007820049,0.8166475,0.0001848768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1318797,0.000194387,0.0001064142,0.009245006,0.003024173,0.0001499539,0.000006203536,0.0006327999,0.8547614],"genre_scores_gemma":[0.977919,0.0006835716,0.00002588565,0.0001066091,0.0003463181,0.000009127599,0.000006609373,0.000009310346,0.0208935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8460394,"threshold_uncertainty_score":0.9998701,"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."}}