{"id":"W2119996312","doi":"10.1016/j.jhsa.2011.03.024","title":"Hand Made: Library Steps","year":2011,"lang":"en","type":"article","venue":"The Journal Of Hand Surgery","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Style (visual arts); Spiral (railway); Visual arts; Construct (python library); Computer graphics (images); Medicine; Computer science; History; Art; Engineering; Archaeology; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003863564,0.001201225,0.0007872345,0.004428296,0.01287654,0.0223752,0.002603314,0.005538139,0.3946906],"category_scores_gemma":[0.01194048,0.0007208356,0.0009922374,0.002531921,0.003962321,0.01496291,0.01131434,0.006469804,0.2645355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960804,"about_ca_system_score_gemma":0.01713963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008732649,"about_ca_topic_score_gemma":0.02629044,"domain_scores_codex":[0.9960367,0.0007483058,0.0002593426,0.0003688213,0.001897953,0.0006889005],"domain_scores_gemma":[0.9906141,0.00133015,0.0002747989,0.001616963,0.003103351,0.003060726],"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":[0.00005238009,0.0002048461,0.0006806559,0.0002420343,0.00001022178,0.0004649591,0.001381645,0.00008059377,0.0004001347,0.02847635,0.7115213,0.2564848],"study_design_scores_gemma":[0.000006566497,0.0000189311,0.000391973,0.0002812178,0.000006779212,0.0002412585,0.002160379,0.00002113156,0.0003173108,0.007937969,0.9885975,0.00001881687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001992628,0.004938765,0.00529791,0.04432316,0.0101166,0.000158464,0.0004746788,0.00229436,0.9304035],"genre_scores_gemma":[0.01349514,0.003942674,0.004942618,0.01289248,0.002201214,0.00007105817,0.0003603201,0.0008194527,0.961275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3946906,"threshold_uncertainty_score":0.8634005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537859067176745,"score_gpt":0.1976667980923079,"score_spread":0.1422882074205405,"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."}}