{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004099937,0.001121784,0.0009273068,0.003436261,0.004034888,0.00890488,0.002687409,0.005064448,0.6420295],"category_scores_gemma":[0.01723095,0.0005110258,0.0016232,0.001991853,0.00158298,0.003003015,0.003963884,0.005158718,0.3822877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324974,"about_ca_system_score_gemma":0.007438019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266447,"about_ca_topic_score_gemma":0.0226671,"domain_scores_codex":[0.997434,0.0005401912,0.0001271297,0.0003206377,0.001012928,0.0005652135],"domain_scores_gemma":[0.9941036,0.001118675,0.0002567229,0.0007311348,0.002278616,0.001511259],"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":[0.00005747081,0.00002933556,0.0002779792,0.00009859059,0.000005697348,0.00004925781,0.00003641696,0.00002062468,0.0000194029,0.004825718,0.9819632,0.01261639],"study_design_scores_gemma":[0.0000418841,0.000009110487,0.0005262329,0.0002640697,0.000009324525,0.00007345024,0.0001002521,0.00003201317,0.00008531215,0.002117591,0.9967347,0.000005994573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007828089,0.001408758,0.0006792194,0.02228625,0.01045905,0.0002370661,0.01859196,0.0009876925,0.9445672],"genre_scores_gemma":[0.00762356,0.001520457,0.0009505343,0.0186545,0.004583751,0.0005352147,0.01673943,0.001582868,0.9478098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3579705,"threshold_uncertainty_score":0.5106015,"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."}}