{"id":"W2554368250","doi":"10.26522/ti.v5i1.1338","title":"More Visual Appropriations...","year":2016,"lang":"en","type":"article","venue":"ti<","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008133437,0.0005493456,0.0004687591,0.004359848,0.00241399,0.006684883,0.0007795313,0.0007498568,0.2759608],"category_scores_gemma":[0.002570023,0.0003437685,0.0007001794,0.005191271,0.001019985,0.003766272,0.003963755,0.001483171,0.0367314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002100057,"about_ca_system_score_gemma":0.001331628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849953,"about_ca_topic_score_gemma":0.0635012,"domain_scores_codex":[0.9990327,0.0001697779,0.00004242201,0.00007744702,0.0005306507,0.0001469814],"domain_scores_gemma":[0.998389,0.0003614037,0.00009718713,0.0005492066,0.0004205579,0.0001825221],"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":[0.00007203896,0.00003994641,0.0009730241,0.0005393881,0.00001002275,0.0001950011,0.003846993,0.0001541808,0.001500236,0.01855033,0.7895938,0.1845252],"study_design_scores_gemma":[0.000002630331,0.000005426325,0.001835089,0.0001535469,0.000002521911,0.0001185135,0.0008715573,0.00002281011,0.0001601848,0.0006352213,0.9961831,0.000009456488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005821708,0.005819282,0.001300028,0.002365437,0.00123076,0.0001068462,0.006599971,0.001364353,0.9753916],"genre_scores_gemma":[0.04493714,0.008007525,0.002366223,0.0008366726,0.0007701059,0.0001473672,0.008476753,0.001908485,0.9325498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2759608,"threshold_uncertainty_score":0.9231808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121390445836668,"score_gpt":0.2434296142239546,"score_spread":0.2222157097655879,"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."}}