{"id":"W4253050316","doi":"10.24908/iqurcp.13328","title":"Picturing Canada","year":2019,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Studio; Photography; Newspaper; Visual arts; Period (music); Aerial photography; Movement (music); Negative; History; Geography; Media studies; Cartography; Art; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004424365,0.0005809847,0.0002600081,0.003161794,0.01025013,0.005223521,0.0006931908,0.0005184856,0.1129308],"category_scores_gemma":[0.001390467,0.0002482642,0.0002569871,0.007350877,0.001952848,0.001154,0.001591334,0.0009750312,0.0100112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02547282,"about_ca_system_score_gemma":0.03492837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9672313,"about_ca_topic_score_gemma":0.9913783,"domain_scores_codex":[0.9992767,0.00005349793,0.000018285,0.0001098678,0.00039098,0.0001507434],"domain_scores_gemma":[0.99913,0.00006303476,0.00002617904,0.00006663107,0.0005928951,0.0001212792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00011973,0.00002275336,0.006458162,0.0005201543,0.00001735166,0.0007893461,0.01963955,0.0004320763,0.00237139,0.1155281,0.5378383,0.316263],"study_design_scores_gemma":[0.000002111983,0.000005218635,0.006329238,0.000114462,0.00000579303,0.0001264923,0.004330555,0.00005703465,0.000281647,0.0004798841,0.9882555,0.00001213187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01569961,0.004523561,0.001695384,0.002533528,0.001041858,0.00008211317,0.007141958,0.0002983659,0.9669837],"genre_scores_gemma":[0.1616269,0.008368446,0.00550849,0.0006893349,0.0001203107,0.00006547928,0.005109565,0.0003300339,0.8181815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1129308,"threshold_uncertainty_score":0.3777912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045363534467681,"score_gpt":0.330376397162554,"score_spread":0.2258400437157859,"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."}}