{"id":"W6892000184","doi":"10.48660/15050102","title":"Welcome and Opening Remarks","year":2015,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Government (linguistics); Work (physics); Natural (archaeology); 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":[0.0002931539,0.0002127263,0.0003108179,0.0002037569,0.00001841168,0.00004991003,0.000183637,0.0002171281,0.005109375],"category_scores_gemma":[0.00006801406,0.0001980841,0.0000219443,0.0001124009,0.00006216668,0.00003402456,0.0001669567,0.0001951032,0.01713715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005515004,"about_ca_system_score_gemma":0.0000527263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356638,"about_ca_topic_score_gemma":0.0004609517,"domain_scores_codex":[0.9990998,0.00005009124,0.0001056529,0.0002984584,0.0002318294,0.0002141929],"domain_scores_gemma":[0.9993249,0.0000146631,0.0001304889,0.0003751656,0.00002243032,0.0001324105],"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":[0.000006416939,0.000006644774,0.0001346954,0.00003205353,0.00003771898,0.00002110149,0.00007030992,1.011547e-7,0.00005652678,0.00008879972,0.9988794,0.0006662501],"study_design_scores_gemma":[0.0003361229,0.00001315866,0.00009816098,0.0002207316,0.00003413866,0.00001580913,0.00001553484,0.00001316691,0.000003153439,0.0000824437,0.9989195,0.0002481042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001554422,0.00382195,0.000006892707,0.00003899166,0.0003267188,0.0002005233,0.0001650941,0.0003422507,0.995082],"genre_scores_gemma":[0.0002681871,0.00003031881,0.00147202,0.00004337121,0.0007533209,0.000009230612,0.00009554974,0.00152117,0.9958068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01202777,"threshold_uncertainty_score":0.9958001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538818166842858,"score_gpt":0.2789327262293253,"score_spread":0.2535445445608967,"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."}}