{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0cc620c208fb","filters":{"venue":"Royal Holloway Digital Repository (Royal Holloway University of London)"}},"results":[{"id":"W1749514609","doi":"","title":"Colonial copyright and the photographic image : Canada in the frame","year":2011,"lang":"en","type":"dissertation","venue":"Royal Holloway Digital Repository (Royal Holloway University of London)","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Colonialism; Frame (networking); Visual arts; Geography; Art; Computer science; Telecommunications; Archaeology","authors":[{"name":"Philip Hatfield","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005956244442805458,"gpt":0.1692935466274115,"spread":0.163337302184606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820747,0.0003685348,0.0003339063,0.002859078,0.02723387,0.02030795,0.001524821,0.001357941,0.01463589],"category_scores_gemma":[0.008050987,0.0003737411,0.0002364478,0.009711434,0.02965216,0.004413184,0.004690828,0.002734823,0.0005704582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1433511,"about_ca_system_score_gemma":0.1239203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894299,"about_ca_topic_score_gemma":0.9955552,"domain_scores_codex":[0.9973081,0.0003883532,0.00005685584,0.0003059295,0.001220022,0.0007207374],"domain_scores_gemma":[0.9958546,0.001102887,0.0002595109,0.0003282203,0.001760274,0.0006944862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006059394,0.00002376249,0.005082924,0.0003191495,0.00001284956,0.0008057317,0.3170494,0.0002699755,0.0005703561,0.5045385,0.07778818,0.09347853],"study_design_scores_gemma":[0.000006585986,0.00001135001,0.01364793,0.0005661704,0.0000175656,0.0002352962,0.1178282,0.000152902,0.0003192834,0.00844656,0.8587221,0.00004600494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1371082,0.0170726,0.001950205,0.03674017,0.0009191949,0.00008575073,0.0007493937,0.00009577833,0.8052787],"genre_scores_gemma":[0.8747852,0.01046637,0.001504253,0.002441208,0.0001519073,0.00002935443,0.0001998486,0.0001227458,0.110299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1433511,"threshold_uncertainty_score":0.9935913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7041751689","doi":"","title":"Place Memes","year":2012,"lang":"en","type":"report","venue":"Royal Holloway Digital Repository (Royal Holloway University of London)","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Tourism; Indigenous; Toponymy; Order (exchange); Reflection (computer programming)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03867967392326071,"gpt":0.2765306366402487,"spread":0.237850962716988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348451,0.0005249532,0.0003108107,0.001584976,0.003541366,0.004788072,0.001068087,0.001761861,0.02418887],"category_scores_gemma":[0.005236673,0.0002136312,0.0003247079,0.001225245,0.009454023,0.008875767,0.005572971,0.001630499,0.003568744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145453,"about_ca_system_score_gemma":0.0008984553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557266,"about_ca_topic_score_gemma":0.002603053,"domain_scores_codex":[0.9987422,0.0005025193,0.00005933455,0.000205679,0.0003420494,0.0001483202],"domain_scores_gemma":[0.9982038,0.0006348654,0.000208084,0.0004421809,0.000259718,0.0002512889],"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":[0.00005522891,0.00002249037,0.002101769,0.0004307166,0.00002485922,0.0007341902,0.06574035,0.000236936,0.001244085,0.8248539,0.03773016,0.06682526],"study_design_scores_gemma":[0.000006064574,0.00003550066,0.001812057,0.0002542826,0.00001104316,0.001171082,0.02889245,0.0001724363,0.0006137965,0.09837986,0.8686255,0.00002590061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06126991,0.008005738,0.02894897,0.0230942,0.003232843,0.000122533,0.0009507649,0.000393798,0.8739813],"genre_scores_gemma":[0.8150794,0.005140407,0.0135189,0.004363729,0.001028067,0.0001562605,0.0006460644,0.000247005,0.15982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02418887,"threshold_uncertainty_score":0.08091986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}