{"id":"W4406067053","doi":"10.1353/mos.2022.a948445","title":"Image","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; 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":[0.0001650609,0.001333898,0.000501484,0.001651369,0.0006323186,0.002607394,0.001129514,0.001104908,0.7430146],"category_scores_gemma":[0.001026414,0.0005339498,0.0006954555,0.0007757228,0.0002972392,0.001581502,0.001853021,0.001039885,0.5504314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681877,"about_ca_system_score_gemma":0.0004836291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365088,"about_ca_topic_score_gemma":0.005308457,"domain_scores_codex":[0.999843,0.000008015301,0.000004448951,0.00003497319,0.0000765462,0.00003310775],"domain_scores_gemma":[0.9997007,0.00003607791,0.000009991662,0.00008462698,0.00009779907,0.00007081032],"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":[0.0001617136,0.0000364188,0.0001972215,0.000179637,0.00001312423,0.00006960762,0.00003397514,0.0002885159,0.006348639,0.002114081,0.9036068,0.08695025],"study_design_scores_gemma":[0.00007331554,0.00002365252,0.001219591,0.00007487658,0.00001436515,0.0002638591,0.00005704426,0.002666949,0.008698195,0.003033106,0.9838448,0.00003031239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003087832,0.0004733143,0.03248031,0.0009270567,0.001403705,0.000374044,0.05788744,0.1071885,0.7961776],"genre_scores_gemma":[0.02625397,0.0008949482,0.03267388,0.001095586,0.0005610356,0.0002825225,0.08648993,0.05182016,0.7999281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2569854,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228310487263395,"score_gpt":0.244905869980906,"score_spread":0.2326227651082721,"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."}}