{"id":"W4405713435","doi":"10.29173/hsi479","title":"Kreatr","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Arts, Culture, and Music Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00074654,0.001117772,0.0007347629,0.002380647,0.00203431,0.005474405,0.00115202,0.002143715,0.5386668],"category_scores_gemma":[0.002131467,0.0005868663,0.0004859915,0.001708503,0.00100925,0.003754072,0.003724979,0.002904756,0.555162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293005,"about_ca_system_score_gemma":0.001416579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700743,"about_ca_topic_score_gemma":0.004283003,"domain_scores_codex":[0.9989589,0.0001238091,0.00007747365,0.0002676051,0.0004190142,0.000153028],"domain_scores_gemma":[0.9993097,0.0001054041,0.00004964313,0.0002139053,0.0002150194,0.0001062849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001470135,0.0001076883,0.001078823,0.0003523305,0.00002114826,0.0003848308,0.0007257561,0.0003091488,0.002653219,0.1161,0.3892444,0.4888755],"study_design_scores_gemma":[0.000007068337,0.000008266166,0.0003391194,0.00007867628,0.000004044282,0.000227723,0.0001069257,0.00008098939,0.0006718215,0.005045093,0.9934213,0.0000088931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002301092,0.004407131,0.005240907,0.004568364,0.001655833,0.00006583558,0.003068438,0.002239052,0.9764533],"genre_scores_gemma":[0.01297831,0.002305577,0.002957093,0.0007513075,0.0001750659,0.00005396769,0.00162187,0.0009004322,0.9782563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4613332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1611002707371191,"score_gpt":0.4420233021158303,"score_spread":0.2809230313787112,"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."}}