{"id":"W6966910238","doi":"10.48660/18030095","title":"PI Day - Mar. 14th, 2018 - Part 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":"Class (philosophy); Component (thermodynamics); 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":[0.001285787,0.0009298202,0.0009367982,0.001260617,0.002112722,0.006988941,0.002092152,0.002689768,0.87453],"category_scores_gemma":[0.004810467,0.0004556565,0.0009908595,0.001224759,0.0006138848,0.002649251,0.002771991,0.002469074,0.875461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643726,"about_ca_system_score_gemma":0.002770047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006944233,"about_ca_topic_score_gemma":0.01789517,"domain_scores_codex":[0.9992284,0.00007683687,0.00003003307,0.0001053304,0.0003862409,0.000173216],"domain_scores_gemma":[0.9981691,0.000192808,0.00005230537,0.0002062467,0.0007870368,0.0005924553],"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":[0.00007696222,0.00005832039,0.00009879412,0.00009225677,0.000003483757,0.00002722038,0.00002607792,0.00003697212,0.0001599722,0.002229685,0.9749986,0.0221918],"study_design_scores_gemma":[0.0000203138,0.00001918137,0.0002138126,0.00007284571,0.000001882653,0.00001699658,0.00002486682,0.00004587321,0.0001625446,0.0005395973,0.9988777,0.00000437566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003726116,0.0003430422,0.001109811,0.00133346,0.002881499,0.0003324174,0.01156082,0.004029818,0.9780365],"genre_scores_gemma":[0.0009919037,0.0002201613,0.0002818358,0.0003780367,0.0002189255,0.00009234826,0.003809117,0.0009954579,0.9930122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.12547,"threshold_uncertainty_score":0.1789677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417241947444142,"score_gpt":0.2644612177530996,"score_spread":0.2402887982786582,"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."}}