{"id":"W6929516348","doi":"10.48660/18020104","title":"Kreiman-Lakshmibai-Magyar-Weyman Ideas","year":2018,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Perspective (graphical); Set (abstract data type); Natural (archaeology); Key (lock); Work (physics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003127624,0.000764603,0.0007472361,0.0006706152,0.00008447619,0.0001025694,0.0009876156,0.0006813997,0.1147019],"category_scores_gemma":[0.0001245972,0.0007471069,0.0002568513,0.0004150398,0.0004041321,0.0000759748,0.0002827171,0.0003797047,0.6419203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169083,"about_ca_system_score_gemma":0.0001407854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007359245,"about_ca_topic_score_gemma":0.001839998,"domain_scores_codex":[0.9969347,0.0001266716,0.0003738864,0.0009654696,0.0007506805,0.000848639],"domain_scores_gemma":[0.9973916,0.00002995796,0.0004741469,0.001735269,0.00008367274,0.0002853205],"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":[0.00001796383,0.00008624708,0.0002065593,0.00008909062,0.000205452,0.0000551005,0.00007458129,1.407519e-7,0.0001782289,0.001447338,0.9969054,0.0007338233],"study_design_scores_gemma":[0.000569661,0.00006537876,0.0001859145,0.0003616902,0.0001672113,0.00001511971,0.00001189081,0.0000115589,0.00007294825,0.0006801916,0.996997,0.0008614364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000593343,0.002096762,0.00004107596,0.00009153525,0.001519491,0.0005846373,0.0004146391,0.002377249,0.9928153],"genre_scores_gemma":[0.001265155,0.00006020296,0.001099752,0.0002454223,0.004832567,0.00006783657,0.0002610988,0.005179082,0.9869889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5272184,"threshold_uncertainty_score":0.999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838115344855281,"score_gpt":0.2767924882440241,"score_spread":0.2584113347954713,"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."}}