{"id":"W4245261224","doi":"10.1111/j.1540-6245.2011.01493.x","title":"Introduction","year":2012,"lang":"en","type":"article","venue":"Journal of Aesthetics and Art Criticism","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science","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":[0.0002065303,0.00006076566,0.0001051721,0.00006025764,0.0001281289,0.00007389038,0.00003904055,0.0000214791,0.0004134589],"category_scores_gemma":[0.000013343,0.00004266444,0.00006441216,0.00001471594,0.0001250524,0.0002946739,0.00000826075,0.0001298753,0.00001685286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003607192,"about_ca_system_score_gemma":0.000004524798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.921324e-7,"about_ca_topic_score_gemma":0.000001585363,"domain_scores_codex":[0.9995417,0.00001819326,0.0001720307,0.00003508104,0.0001062039,0.0001268126],"domain_scores_gemma":[0.9996588,0.00001031187,0.00007045136,0.00004333658,0.0001252312,0.00009188108],"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":[0.00002372483,0.0002496887,0.0002148302,0.00002457212,0.00002725944,0.000005489458,0.02116702,3.764638e-7,0.001352711,0.8556643,0.1187351,0.002534912],"study_design_scores_gemma":[0.0001337161,0.0001847157,0.0001204819,0.00001476353,0.00003084316,0.0001913361,0.001783508,0.0000024234,0.0006759775,0.003138291,0.9936606,0.00006339417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744089,0.001883644,0.00005980873,0.00650978,0.002153996,0.0000422388,0.000005241465,0.00001120984,0.01492521],"genre_scores_gemma":[0.993442,0.0001357828,0.00009671424,0.0004421283,0.003897854,3.905508e-7,7.235482e-7,0.000005818262,0.001978578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8749254,"threshold_uncertainty_score":0.4527085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197309249432284,"score_gpt":0.2510261834253645,"score_spread":0.2290530909310417,"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."}}