{"id":"W4230642112","doi":"10.1088/2058-7058/32/11/3","title":"Crap knives","year":2019,"lang":"en","type":"article","venue":"Physics World","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Art history; Archaeology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006559211,0.0009471461,0.0002453323,0.001571912,0.01750663,0.004774864,0.0009327844,0.001895694,0.08233234],"category_scores_gemma":[0.002140263,0.0004535226,0.0003126474,0.001015213,0.005679163,0.002807776,0.003147802,0.003071944,0.01567636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005169116,"about_ca_system_score_gemma":0.005365924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2785345,"about_ca_topic_score_gemma":0.5987605,"domain_scores_codex":[0.9990672,0.0001042549,0.00002053148,0.0001675383,0.000389891,0.0002505805],"domain_scores_gemma":[0.999516,0.00009464056,0.00002094839,0.0000540506,0.0001974617,0.0001168999],"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":[0.00008349829,0.0000491018,0.001341921,0.0001846363,0.00000853853,0.001111004,0.04656026,0.0001056592,0.0009824125,0.1249241,0.6872845,0.1373644],"study_design_scores_gemma":[0.000001675577,0.000008370114,0.0003113746,0.00006495594,0.000001352588,0.0001724578,0.005793885,0.00001784731,0.0002157609,0.0007363927,0.9926701,0.000005780236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01183981,0.006082158,0.002238133,0.01066368,0.003049877,0.0001005599,0.0003180938,0.0003513212,0.9653563],"genre_scores_gemma":[0.05800894,0.002656483,0.001812909,0.00278948,0.0001594503,0.0000262442,0.00009634509,0.0002066687,0.9342435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2785345,"threshold_uncertainty_score":0.5538265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295386398335798,"score_gpt":0.2990405024225324,"score_spread":0.2695018625889526,"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."}}