{"id":"W4318981414","doi":"10.21468/scipost.report.5168","title":"Report on scipost_202204_00018v1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Topological Materials and Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simons Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009401857,0.0008260986,0.0008462991,0.001118024,0.002060229,0.005810716,0.001720346,0.003129201,0.9544646],"category_scores_gemma":[0.002297641,0.0004089808,0.0007800129,0.001292408,0.0008271017,0.002387875,0.003594653,0.003266702,0.8981394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313572,"about_ca_system_score_gemma":0.002066024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682476,"about_ca_topic_score_gemma":0.003495851,"domain_scores_codex":[0.9994329,0.00005710835,0.00001946616,0.0001118966,0.0002353884,0.000143261],"domain_scores_gemma":[0.9986286,0.0001126972,0.00004289771,0.0002929967,0.000236015,0.000686817],"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":[0.0001221667,0.0001147114,0.0001398322,0.0001207451,0.000009433936,0.0001145715,0.0000164645,0.0001245555,0.0006521425,0.004007099,0.9485809,0.04599725],"study_design_scores_gemma":[0.00002685619,0.00003405382,0.0004123661,0.00004541039,0.000002850511,0.00002930831,0.00002374503,0.0002674576,0.0004477597,0.001284777,0.9974177,0.00000767953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000649451,0.0002537594,0.001131398,0.004731425,0.00412462,0.0002286181,0.02376395,0.004514772,0.9606022],"genre_scores_gemma":[0.002750086,0.0001844241,0.0005852676,0.001096641,0.0005233979,0.0001150703,0.009917047,0.001004911,0.9838231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9544646,"threshold_uncertainty_score":0.0649507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264859015183037,"score_gpt":0.3135752352264005,"score_spread":0.2809266450745702,"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."}}