{"id":"W4405751520","doi":"10.29173/hsi453","title":"Photography","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photography; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004087379,0.00008960618,0.0001255039,0.0001519651,0.001246723,0.0002727206,0.0002229377,0.00001906382,0.001202039],"category_scores_gemma":[0.00001829407,0.00007321525,0.00007817346,0.0005046093,0.001641187,0.0004048678,0.00005269008,0.0001363268,0.0000727962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002205235,"about_ca_system_score_gemma":0.0004716478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001607673,"about_ca_topic_score_gemma":0.0002588477,"domain_scores_codex":[0.9987,0.00001943755,0.0001814135,0.0003103512,0.0003496087,0.0004392127],"domain_scores_gemma":[0.9992626,0.00001181897,0.00006304757,0.0002309416,0.0002136946,0.0002178857],"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":[0.00001043527,0.0002779757,0.001981932,0.0001230317,0.0000112364,0.00002370354,0.1938011,0.000001109488,0.003947179,0.7399856,0.05193878,0.007897865],"study_design_scores_gemma":[0.0002273476,0.0001732333,0.006131443,0.00007838236,0.000004188047,0.00002286926,0.03738299,0.0000307442,0.006527855,0.003730206,0.945416,0.0002747148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234373,0.001834352,0.00003903421,0.002256737,0.005197706,0.0002292801,0.00002237332,0.0002385433,0.06674466],"genre_scores_gemma":[0.991309,0.00008508374,0.0001200332,0.00727741,0.0005956033,0.00001221602,0.000006378657,0.000005518187,0.000588747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8934773,"threshold_uncertainty_score":0.999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554613416372157,"score_gpt":0.3769332346204845,"score_spread":0.2214718929832688,"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."}}