{"id":"W1977361790","doi":"10.1353/vpr.2006.0022","title":"Changing Faces: The NSPCC and the Use of Photography in the Construction of Cruelty to Children","year":2006,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appeal; Cruelty; Child abuse; Government (linguistics); Criminology; History; Law; Sociology; Media studies; Political science; Medicine; Poison control; Suicide prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004022715,0.0004443541,0.0001933689,0.001166435,0.008280016,0.007531385,0.0008306254,0.0034744,0.006474216],"category_scores_gemma":[0.00886351,0.0003313102,0.0002690289,0.0003952913,0.01831491,0.006029223,0.004532518,0.005520326,0.0006116122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005629414,"about_ca_system_score_gemma":0.001902707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294214,"about_ca_topic_score_gemma":0.03248,"domain_scores_codex":[0.9961117,0.002811769,0.00006127614,0.0002215843,0.0005497088,0.0002440605],"domain_scores_gemma":[0.9971043,0.002024001,0.0002263177,0.0001748995,0.0002907202,0.0001797424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004331185,0.00004875343,0.001972732,0.0003124016,0.00001353614,0.001243189,0.3416688,0.00004928448,0.0006541427,0.2236924,0.3443645,0.08593693],"study_design_scores_gemma":[0.000007222177,0.00002995299,0.003215842,0.001025989,0.00000833007,0.001269998,0.09519139,0.00003632157,0.0002597684,0.008235732,0.8906985,0.00002087663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05118749,0.08053339,0.002099645,0.3659849,0.01459171,0.00006777898,0.0001091135,0.00008719011,0.4853389],"genre_scores_gemma":[0.7732179,0.05989521,0.002982948,0.04084918,0.009627545,0.0001965774,0.00006088383,0.0001877691,0.1129821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01294214,"threshold_uncertainty_score":0.0408445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219876387090947,"score_gpt":0.2474398873490424,"score_spread":0.215241123478133,"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."}}