{"id":"W4235849818","doi":"10.26522/ti.v2i1.732","title":"Untitled","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002252982,0.0008540326,0.0005882465,0.002559909,0.005969002,0.008303777,0.001458064,0.002665568,0.1201945],"category_scores_gemma":[0.02082278,0.0004744236,0.0003313664,0.002392949,0.003013005,0.008100018,0.005228732,0.006071764,0.05700259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003309323,"about_ca_system_score_gemma":0.006531974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155523,"about_ca_topic_score_gemma":0.04540265,"domain_scores_codex":[0.9969953,0.0007706948,0.0001643128,0.0004221529,0.001379043,0.0002684829],"domain_scores_gemma":[0.9902665,0.002094471,0.0005633719,0.000422435,0.005419832,0.001233433],"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":[0.00003662399,0.00001605632,0.0002186034,0.0002292416,0.000005564926,0.0001562529,0.004112784,0.00003383347,0.0004171667,0.01707692,0.9320489,0.04564814],"study_design_scores_gemma":[0.0000047388,0.000006457563,0.0003288549,0.0003078287,0.000003961871,0.0001555889,0.005195759,0.00007216912,0.0003792022,0.003593016,0.9899296,0.00002278677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007213732,0.05066182,0.01073756,0.4945157,0.1134307,0.0001248697,0.004349962,0.001957739,0.3170078],"genre_scores_gemma":[0.03367244,0.01322738,0.003314631,0.05348111,0.005085072,0.0001197161,0.001413776,0.001810717,0.8878751],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8798055,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124068290670813,"score_gpt":0.1929423680215245,"score_spread":0.1817016851148164,"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."}}