{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000629938,0.0002577055,0.0002827015,0.000254428,0.0006068147,0.0008927374,0.000624827,0.00008416935,0.001194123],"category_scores_gemma":[0.00008696055,0.0002136803,0.00008128546,0.0002431371,0.0005470563,0.0007004958,0.0002046843,0.0008825454,0.000252368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913645,"about_ca_system_score_gemma":0.0007268024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2659104,"about_ca_topic_score_gemma":0.1368861,"domain_scores_codex":[0.9969708,0.00004772321,0.0002939335,0.0005433989,0.00121365,0.0009304932],"domain_scores_gemma":[0.9979063,0.0001069659,0.00008536458,0.0001928758,0.001448348,0.0002601974],"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":[0.00005494817,0.00005249042,0.00253231,0.0002227234,0.00006822761,0.000009418108,0.0230549,5.758478e-7,0.002579983,0.916598,0.05432162,0.0005048681],"study_design_scores_gemma":[0.0007743696,0.0004415448,0.0007900932,0.00040009,0.00001781874,0.000009551572,0.06179673,0.0002609118,0.008149363,0.07718939,0.8493365,0.0008336338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327312,0.00005785489,0.00000714395,0.007951134,0.0007515712,0.0006437731,0.00001971804,0.0001545546,0.157683],"genre_scores_gemma":[0.9830564,0.0000783818,0.00001581038,0.0002820053,0.0006214589,0.00006243386,0.00001321897,0.00003143458,0.01583889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8394086,"threshold_uncertainty_score":0.9997189,"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."}}