{"id":"W4385496907","doi":"10.1111/anhu.12488","title":"A writing life","year":2023,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Art; Philosophy","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":[0.000220746,0.0001110769,0.0001721013,0.0001280476,0.001301205,0.00007891947,0.0001629568,0.00004623586,0.04067171],"category_scores_gemma":[0.00008090708,0.00009734934,0.0000603532,0.00004856652,0.002218181,0.0001021844,0.0001153124,0.0001663239,0.007381481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001672713,"about_ca_system_score_gemma":0.00004682352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000486342,"about_ca_topic_score_gemma":0.0004843017,"domain_scores_codex":[0.9989074,0.00007302783,0.0001891885,0.0002234073,0.0001568249,0.0004501926],"domain_scores_gemma":[0.999454,0.0001680755,0.00003998637,0.0001676936,0.00008036951,0.00008983295],"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":[0.000004991907,0.0000255842,0.0004083577,0.00001015567,0.00003371746,0.00005576147,0.008100021,2.981434e-7,0.00005413325,0.9338068,0.05587498,0.001625201],"study_design_scores_gemma":[0.0005229339,0.0003552246,0.003122232,0.00002605111,0.00003139087,0.00001009145,0.1801364,0.0002492645,0.0001735361,0.03318055,0.781844,0.0003483924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1327518,0.0002540594,0.0002044791,0.00461831,0.000362912,0.0001562531,0.0000289791,0.0005397356,0.8610835],"genre_scores_gemma":[0.9640025,0.0001076635,0.00001731967,0.0005403731,0.0009008415,0.00002553314,0.00002668022,0.00002219241,0.03435691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9006262,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021490450284392,"score_gpt":0.3569696597481696,"score_spread":0.2548206147197304,"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."}}