{"id":"W217982624","doi":"10.1525/aft.2006.33.5.39","title":"Elements for Experience","year":2006,"lang":"en","type":"article","venue":"Afterimage","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Object (grammar); Portrait; Computer science; Presentation (obstetrics); Passions; CLARITY; Conceptualization; Visual arts; Sociology; Aesthetics; Multimedia; Art; Literature; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002548144,0.00006234387,0.00005506685,0.00001842468,0.0001469494,0.00009678748,0.00006809911,0.00001188138,0.00102601],"category_scores_gemma":[0.000002175017,0.00005010219,0.00005486183,0.00001192391,0.00007212746,0.0001497425,0.00001073283,0.00002063118,0.00002552956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003850682,"about_ca_system_score_gemma":0.000002423705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001282006,"about_ca_topic_score_gemma":0.0001601342,"domain_scores_codex":[0.9996186,0.000004353219,0.00009257725,0.0000999961,0.00005221214,0.0001322561],"domain_scores_gemma":[0.99985,0.000006613941,0.00002396199,0.00007363842,0.00002997684,0.00001585335],"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":[0.000136018,0.0004107098,0.002400469,0.00009150188,0.00003104994,0.00001090121,0.04700261,2.451457e-7,0.1145928,0.6483761,0.184772,0.002175507],"study_design_scores_gemma":[0.000213095,0.00005993962,0.0008463265,0.000005897511,0.000005296125,3.519596e-7,0.001131137,0.000007302285,0.01095891,0.002336448,0.9843288,0.0001064898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223565,0.00008810124,0.0001749334,0.00004444738,0.0002964318,0.0002107488,0.0001024198,0.0000758076,0.07665063],"genre_scores_gemma":[0.9914877,9.931077e-7,0.0002471397,0.0003375005,0.0004413423,0.0001250691,0.0000307634,0.000006794424,0.007322697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7995567,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916731464514339,"score_gpt":0.273715032671825,"score_spread":0.2445477180266816,"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."}}