{"id":"W7056380511","doi":"","title":"Episode 39 ' Sandy and Nora live in Toronto Q&A part 2","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oppression; Criticism; George (robot); Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009688525,0.0002402438,0.0002787353,0.00003610747,0.0000254323,0.00003288004,0.0001558867,0.0002770982,0.3468617],"category_scores_gemma":[0.00001984098,0.0002470994,0.00004824192,0.000005120689,0.00007381241,2.784952e-7,0.0000368016,0.0001166146,0.01297363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008163129,"about_ca_system_score_gemma":0.000008093842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01104634,"about_ca_topic_score_gemma":0.03673716,"domain_scores_codex":[0.9990959,0.00002065317,0.0003895226,0.0001333683,0.0001511548,0.0002094395],"domain_scores_gemma":[0.9994406,0.00004062075,0.0001190868,0.0002734422,0.00003879055,0.00008753552],"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":[0.00000857994,0.00001419816,0.000004589919,0.0002654349,0.00002623395,0.000001827886,0.0001384736,0.0001132948,6.473562e-7,0.0000209259,0.9987682,0.0006375788],"study_design_scores_gemma":[0.000275035,0.00002776581,0.00001304244,0.0001843227,0.00001994737,0.00001157895,0.00006587691,0.00009721896,0.000005361837,0.000007723565,0.9990352,0.0002568931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007812583,0.0006947907,0.000002293305,0.00002889788,0.0001467544,0.0003293038,0.0001121095,0.0002107221,0.998397],"genre_scores_gemma":[0.0004476255,0.0008527146,0.001126573,0.00006330846,0.0001716314,0.00003984634,0.0001418429,0.00009911231,0.9970573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3338881,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006781500029896437,"score_gpt":0.1885423414625594,"score_spread":0.1817608414326629,"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."}}