{"id":"W4389062702","doi":"10.21468/scipost.report.6621","title":"Report on scipost_202212_00027v1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agencia Estatal de Investigación; Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002592511,0.0006315603,0.0006928477,0.002540693,0.002636472,0.007479426,0.001657749,0.002823484,0.7206539],"category_scores_gemma":[0.01177762,0.0002534636,0.0005427752,0.002216194,0.00078409,0.002793032,0.003721305,0.002399489,0.5818484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599541,"about_ca_system_score_gemma":0.004542835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218108,"about_ca_topic_score_gemma":0.006932277,"domain_scores_codex":[0.9974428,0.0002187173,0.00005906108,0.0002219202,0.001714637,0.0003428155],"domain_scores_gemma":[0.9890231,0.0006966553,0.0003209915,0.001013565,0.00491165,0.004033999],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002461428,0.00002304702,0.00007954701,0.00008030405,0.000003812158,0.00005604768,0.00001745803,0.00004598974,0.0002668373,0.002897417,0.9730944,0.02341056],"study_design_scores_gemma":[0.000007952309,0.00001511091,0.0002406801,0.0000281729,0.000001724482,0.00001845054,0.00002303123,0.00006168392,0.0002287133,0.001002941,0.9983669,0.000004596101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001952003,0.001811972,0.003079306,0.0240185,0.04874854,0.0007648966,0.0219002,0.003725907,0.8939987],"genre_scores_gemma":[0.003194897,0.0005816967,0.0006025063,0.001338041,0.003071859,0.0001261248,0.005611405,0.0007491104,0.9847244],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9974075,"threshold_uncertainty_score":0.3984533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08853785799206276,"score_gpt":0.3950334848211682,"score_spread":0.3064956268291054,"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."}}