{"id":"W4412916113","doi":"10.1353/mos.2022.a966595","title":"Images","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"","field":"","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":[0.0001964142,0.00131581,0.0004722546,0.00205081,0.0007169207,0.00270357,0.001167819,0.001082563,0.7689731],"category_scores_gemma":[0.001307393,0.0005226765,0.0006616713,0.001078275,0.0002891755,0.001615364,0.001931118,0.001071524,0.5594313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717962,"about_ca_system_score_gemma":0.0005484316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274613,"about_ca_topic_score_gemma":0.006109581,"domain_scores_codex":[0.9998036,0.00001208393,0.000006233118,0.00003849931,0.0001000596,0.00003956127],"domain_scores_gemma":[0.999589,0.00004826841,0.00001365694,0.0001157219,0.000139321,0.00009393421],"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":[0.0001490382,0.0000338206,0.0001653451,0.000152836,0.000009989802,0.00006544164,0.00002914993,0.000211248,0.003967555,0.001933642,0.9151686,0.07811328],"study_design_scores_gemma":[0.00005679303,0.00001738749,0.0009283837,0.00006821541,0.000009855858,0.0002072175,0.00005265159,0.001326149,0.004753451,0.002337642,0.9902199,0.00002243622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002534418,0.0004778523,0.02103428,0.0009712516,0.001415238,0.0003817677,0.0741435,0.07040858,0.8286331],"genre_scores_gemma":[0.02071118,0.000940283,0.02819438,0.001037372,0.0005937754,0.0003022585,0.1084872,0.03484807,0.8048856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2310269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237555155611093,"score_gpt":0.2406690180131036,"score_spread":0.2282934664569926,"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."}}