{"id":"W2767964606","doi":"10.18733/c3sh4w","title":"No Return Pictured","year":2017,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Photography; Computer graphics (images); Computer science; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006417777,0.0001708275,0.0001799518,0.00001378431,0.001613736,0.0008839176,0.0002439161,0.00009321792,0.002199331],"category_scores_gemma":[0.00006045699,0.0000910399,0.0001128714,0.000007332628,0.001002534,0.0004831391,0.00009860464,0.0002191648,0.0001309791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003870788,"about_ca_system_score_gemma":0.000004455608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065466,"about_ca_topic_score_gemma":0.00008657484,"domain_scores_codex":[0.9992677,0.00002350569,0.0001340098,0.0002340201,0.000123124,0.0002176188],"domain_scores_gemma":[0.9994305,0.00001541945,0.0000845712,0.0002165912,0.0001215844,0.0001313355],"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":[0.0002881151,0.0002248635,0.003229977,0.0001396522,0.0001537759,0.00006473863,0.2293887,1.324931e-7,0.01136749,0.5751412,0.1737065,0.006294825],"study_design_scores_gemma":[0.0003068332,0.0001385379,0.005210729,0.00002820168,0.00002257281,0.000008454886,0.006107,0.000008621673,0.00020624,0.001878175,0.985835,0.000249661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548001,0.0005085107,0.000001239986,0.0005252415,0.001352517,0.000110707,0.00002681287,0.00008936098,0.1425855],"genre_scores_gemma":[0.9572241,0.000138771,0.00001492009,0.0006745512,0.00333402,0.00000972913,0.00002542916,0.000006106578,0.0385724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8121284,"threshold_uncertainty_score":0.999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7014538541131127,"score_gpt":0.4675115098063882,"score_spread":0.2339423443067245,"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."}}