{"id":"W6949629841","doi":"10.5281/zenodo.3559042","title":"J535D165/recordlinkage: v0.16","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pipeline (software); String (physics); Context (archaeology); Subject (documents)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00396147,0.004466346,0.00269085,0.005150297,0.002487988,0.01007403,0.007913871,0.005371228,0.7827714],"category_scores_gemma":[0.02760409,0.004227451,0.003452016,0.005103219,0.001144355,0.01445053,0.009959933,0.005592939,0.8519452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002894848,"about_ca_system_score_gemma":0.003465185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169227,"about_ca_topic_score_gemma":0.008412901,"domain_scores_codex":[0.9970388,0.0003242962,0.0003308113,0.0005691817,0.00123554,0.0005014467],"domain_scores_gemma":[0.9889498,0.001516651,0.0003886525,0.003979104,0.004000076,0.001165726],"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":[0.00007373602,0.00001536721,0.0001094947,0.0002917226,0.000009424502,0.00002909353,0.00004981123,0.0000436999,0.0003010954,0.0007355195,0.9886706,0.009670481],"study_design_scores_gemma":[0.00005201824,0.00001417119,0.0003056145,0.0001406165,0.00001072319,0.00007916523,0.00004034898,0.0001232739,0.001352986,0.0009184952,0.9969094,0.0000529797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000415858,0.0006088812,0.0203296,0.001215408,0.002342917,0.0004217585,0.18671,0.7092174,0.07873817],"genre_scores_gemma":[0.003205273,0.0008646409,0.01772512,0.002217845,0.0004549761,0.0008340768,0.2555246,0.5800673,0.1391062],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.7827714,"threshold_uncertainty_score":0.3098502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079857855238081,"score_gpt":0.2597703606261145,"score_spread":0.2189717820737337,"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."}}