{"id":"W6966905701","doi":"10.48660/18060011","title":"Discussion 1","year":2018,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005659722,0.0001561847,0.0001518658,0.0001427262,0.0000153984,0.00001353213,0.0001772875,0.0001812904,0.1021346],"category_scores_gemma":[0.00002003106,0.0000834655,0.00004814432,0.00008653098,0.00006516391,0.00001173699,0.00006685794,0.00006506244,0.5827271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003758907,"about_ca_system_score_gemma":0.00001933626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006333191,"about_ca_topic_score_gemma":0.000211126,"domain_scores_codex":[0.9993407,0.00002596895,0.00006448367,0.0002209956,0.0001838047,0.0001641156],"domain_scores_gemma":[0.9994075,0.00000317737,0.00009519933,0.0004316916,0.000007866608,0.00005460694],"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":[0.000002627798,0.00001703561,0.00008314024,0.00001461535,0.00001656384,0.000003113311,0.00002312954,5.540906e-9,0.00009791116,0.00006990507,0.9982321,0.001439843],"study_design_scores_gemma":[0.0001021367,0.00001230149,0.00006207895,0.0001829058,0.00001992743,0.000001107091,0.000003771636,0.000001887261,0.00002807213,0.0000845049,0.9993362,0.0001650801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000221487,0.0001299366,0.00001970689,0.00006644287,0.0004945631,0.0001204763,0.00009627498,0.0006448912,0.9984255],"genre_scores_gemma":[0.00006877515,0.000006110189,0.0003747266,0.00002589412,0.001668129,0.000008697133,0.00006760288,0.001818193,0.9959618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4805926,"threshold_uncertainty_score":0.8986862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659888345669736,"score_gpt":0.2734555359173682,"score_spread":0.2568566524606708,"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."}}