{"id":"W4413900379","doi":"10.1080/17458927.2025.2552505","title":"Clay tips of thought","year":2025,"lang":"en","type":"article","venue":"The Senses and Society","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Visual arts; Aesthetics; Art; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001498223,0.00003335894,0.0000557258,0.000004573443,0.0001122411,0.00003152744,0.0001671267,0.00002214601,0.000001125183],"category_scores_gemma":[0.000009962913,0.00002007777,0.00004708715,0.0001666766,0.00007029063,0.0000471245,0.0001019024,0.00004220049,0.000001372699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004878138,"about_ca_system_score_gemma":0.00002421792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003528067,"about_ca_topic_score_gemma":0.000001288508,"domain_scores_codex":[0.9997221,0.00001682726,0.0000660605,0.00007472782,0.0000530297,0.00006729519],"domain_scores_gemma":[0.9996021,0.00008418196,0.0000229598,0.0002502806,0.00002462095,0.00001584213],"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":[0.000001090783,0.00002257424,0.00004533233,0.00001501342,0.000024839,7.589038e-8,0.003183965,0.000008383008,0.00284718,0.9098536,0.02464108,0.05935687],"study_design_scores_gemma":[0.001310878,0.0002321305,0.08319236,0.0001600979,0.00009428356,0.00003357594,0.006134134,0.1514834,0.05229248,0.2233687,0.4811499,0.0005480514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3021159,0.001044991,0.6276403,0.02370788,0.0001472264,0.0002570162,0.000009460725,0.00009335049,0.04498386],"genre_scores_gemma":[0.9937708,0.000349827,0.003448613,0.001205015,0.00001347964,0.00000147391,2.997101e-7,9.998942e-7,0.001209526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6916549,"threshold_uncertainty_score":0.08632789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352155304092458,"score_gpt":0.2727928243709869,"score_spread":0.2592712713300623,"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."}}