{"id":"W4381664220","doi":"10.1111/anhu.12456","title":"Reading the room","year":2023,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Reading (process); Psychology; Psychoanalysis; Cognitive psychology; Aesthetics; Cognitive science; Visual arts; Art; Linguistics; 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":["sts","insufficient_payload"],"category_scores_codex":[0.007304749,0.00006417451,0.0001125904,0.00007078436,0.003225636,0.00005788208,0.0003450457,0.0001235476,0.001641476],"category_scores_gemma":[0.001495393,0.00004500563,0.00005711117,0.000374433,0.005263561,0.00008758411,0.00009628026,0.000349838,0.0009914832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327624,"about_ca_system_score_gemma":0.0001401494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005254897,"about_ca_topic_score_gemma":0.002427072,"domain_scores_codex":[0.9965348,0.002347006,0.0001248912,0.0001758369,0.0003165406,0.0005009634],"domain_scores_gemma":[0.9973804,0.002239771,0.00004057175,0.0001839182,0.00008671005,0.0000685885],"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":[0.000001616607,0.000007225128,0.0002076961,0.000002680198,0.00001387254,0.00001332244,0.06205116,4.099115e-7,0.0001854161,0.9165186,0.01668334,0.004314668],"study_design_scores_gemma":[0.00006741418,0.00005115259,0.001595716,0.000006100248,0.000005521506,7.50166e-7,0.1187049,0.00001548023,0.0001302444,0.3684002,0.5109441,0.00007849119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09793258,0.0004668066,0.004501321,0.4401482,0.002939105,0.0005677613,0.00001216707,0.0007519251,0.4526802],"genre_scores_gemma":[0.9617531,0.003122644,0.0008543905,0.00164411,0.0009442215,0.00003723184,0.000006644952,0.00002273657,0.03161493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8638205,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2569858586143431,"score_gpt":0.5727130266471999,"score_spread":0.3157271680328568,"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."}}