{"id":"W6969255829","doi":"10.5683/sp3/gjzbej","title":"PiHPES Outcomes Report","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Deliverable; Limiting; Variety (cybernetics); Nice; Range (aeronautics); Work (physics); Track (disk drive)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02400723,0.001239613,0.001306278,0.005634947,0.002882547,0.009693195,0.005202673,0.004241595,0.3020541],"category_scores_gemma":[0.05735251,0.0006149518,0.002335944,0.005411489,0.000967285,0.00546665,0.01005645,0.006375391,0.1883023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00923026,"about_ca_system_score_gemma":0.03358759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02400146,"about_ca_topic_score_gemma":0.01430024,"domain_scores_codex":[0.9782336,0.003090961,0.002055062,0.001314595,0.01245585,0.002849807],"domain_scores_gemma":[0.9524435,0.005123406,0.002544153,0.003404377,0.0276949,0.008789617],"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":[0.000142338,0.00005610515,0.0009191412,0.0003158352,0.00001400077,0.00006034422,0.00004211179,0.00006250558,0.0000289606,0.003075697,0.9683864,0.02689656],"study_design_scores_gemma":[0.00007067649,0.00006550241,0.004083406,0.0006938412,0.00001648356,0.00009241542,0.0001755324,0.00004670001,0.0001099843,0.001401288,0.9932256,0.00001842462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002831185,0.005156359,0.003018837,0.0803125,0.02388939,0.004026573,0.3124848,0.002883343,0.5653971],"genre_scores_gemma":[0.02366475,0.009666466,0.005014227,0.03472523,0.006333863,0.01083581,0.4425193,0.002320342,0.4649199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3020541,"threshold_uncertainty_score":0.9955351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906200455823955,"score_gpt":0.313460434626806,"score_spread":0.2843984300685664,"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."}}