{"id":"W6891986322","doi":"10.48660/11100123","title":"Discussion 2","year":2011,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Work (physics); Natural (archaeology); Set (abstract data type); Context (archaeology)","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":["insufficient_payload"],"category_scores_codex":[0.003252358,0.0008852383,0.0007481556,0.00235647,0.003840438,0.007092596,0.002117637,0.004652872,0.5446624],"category_scores_gemma":[0.009192921,0.0005194849,0.001461487,0.001547417,0.001153062,0.001990432,0.002720464,0.004811855,0.2749114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003364097,"about_ca_system_score_gemma":0.006563223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0223419,"about_ca_topic_score_gemma":0.04952253,"domain_scores_codex":[0.9980439,0.0003525029,0.0000777172,0.0002497284,0.0007639648,0.0005122015],"domain_scores_gemma":[0.9963745,0.0006683797,0.0001262469,0.0005070527,0.001309569,0.001014176],"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":[0.00007173904,0.00003730948,0.0003334556,0.00006398181,0.000006236883,0.00005308965,0.00002957864,0.00003051245,0.00003722418,0.004716637,0.9842085,0.01041168],"study_design_scores_gemma":[0.00004211194,0.00001374239,0.001234838,0.0001384,0.0000142789,0.00007865168,0.0001017092,0.00005144383,0.0001863031,0.0013154,0.996815,0.000008126813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001089391,0.0005704238,0.0005176372,0.01637636,0.005069295,0.000201804,0.014862,0.0006182923,0.9606948],"genre_scores_gemma":[0.006543853,0.0005534746,0.0006585294,0.01287008,0.001528418,0.0003001895,0.009965119,0.0007079827,0.9668723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4553376,"threshold_uncertainty_score":0.6494839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352358108528835,"score_gpt":0.2578238407534163,"score_spread":0.234300259668128,"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."}}