{"id":"W6904628557","doi":"10.14288/1.0427230","title":"Goldstream","year":2023,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annotation; Process (computing); Identification (biology); Context (archaeology); Natural (archaeology)","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":[0.0005787768,0.001390491,0.001046717,0.003499863,0.002521689,0.00698103,0.001529829,0.001288792,0.5484316],"category_scores_gemma":[0.002811094,0.0009222215,0.0005854484,0.005865413,0.0006933873,0.004237802,0.003110224,0.002030666,0.4691889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423097,"about_ca_system_score_gemma":0.004694229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2121135,"about_ca_topic_score_gemma":0.4757681,"domain_scores_codex":[0.9995067,0.00003286337,0.00002223521,0.00009788385,0.0002618926,0.0000783516],"domain_scores_gemma":[0.9977847,0.0002495103,0.0000379511,0.0003298429,0.001246941,0.0003511558],"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":[0.0000200513,0.000003217004,0.00007737055,0.00004489084,0.000001541963,0.00001740893,0.00007306939,0.00002605297,0.0001007697,0.0003971053,0.9946086,0.004629874],"study_design_scores_gemma":[0.000009344026,0.000001887181,0.0004862185,0.00003511157,0.000002027035,0.00001822325,0.00008573779,0.00009550386,0.0001774869,0.0003205772,0.9987582,0.00000969927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001047114,0.000466846,0.002991488,0.001176334,0.001456204,0.0001499166,0.564603,0.04343918,0.3846699],"genre_scores_gemma":[0.005068987,0.0006292246,0.006032812,0.0007174791,0.0003197054,0.0001543573,0.4697139,0.04863657,0.4687271],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5484316,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048131462349025,"score_gpt":0.3048335133037135,"score_spread":0.2743521986802233,"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."}}