{"id":"W4390015342","doi":"10.21468/scipost.report.7694","title":"Report on scipost_202305_00048v1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Advanced Physical and Chemical Molecular Interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut quantique; Université de Sherbrooke","funders":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002032222,0.0008406474,0.001092029,0.001711505,0.00192553,0.005849142,0.002182392,0.001845501,0.9107381],"category_scores_gemma":[0.009584855,0.0003807231,0.0007160154,0.002112089,0.0006325955,0.002764442,0.004371683,0.00207387,0.8461732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337748,"about_ca_system_score_gemma":0.004058589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742057,"about_ca_topic_score_gemma":0.004111025,"domain_scores_codex":[0.998173,0.0001486305,0.0000439066,0.0002124529,0.001181081,0.0002408828],"domain_scores_gemma":[0.9932974,0.000350743,0.0002011086,0.0008612785,0.002613029,0.002676505],"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":[0.00002168318,0.00001868159,0.00003928189,0.00007440792,0.000003330263,0.00001903561,0.000006106329,0.00005593213,0.0001543851,0.001389653,0.9765257,0.02169188],"study_design_scores_gemma":[0.000008480133,0.000009804449,0.0001277369,0.00002450272,0.000001519245,0.00001131985,0.000006426671,0.0000741176,0.000224505,0.0007201627,0.9987873,0.000004012422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007204738,0.001014909,0.003996379,0.01081007,0.01800137,0.0005417364,0.05514926,0.01381523,0.8959506],"genre_scores_gemma":[0.002991274,0.0007229844,0.001337888,0.00132363,0.002037746,0.0002385468,0.02513197,0.003347791,0.9628682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9107381,"threshold_uncertainty_score":0.1273214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102159412562124,"score_gpt":0.3523838061514137,"score_spread":0.3213622120257925,"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."}}