{"id":"W4229682609","doi":"10.21468/scipost.report.2855","title":"Report on scipost_202103_00017v1","year":2021,"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; Compute 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001986003,0.0003716025,0.0006031515,0.00001948017,0.00006113321,0.00003214379,0.0002768673,0.000268802,0.06122072],"category_scores_gemma":[0.0004402572,0.0003156752,0.0005602587,0.0001427771,0.00004432297,0.00002850095,0.0001715289,0.001103096,0.000716465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145152,"about_ca_system_score_gemma":0.0001337972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002222332,"about_ca_topic_score_gemma":0.000006228525,"domain_scores_codex":[0.9979696,0.000009865248,0.0004497199,0.0007665172,0.000527842,0.0002764416],"domain_scores_gemma":[0.9981491,0.0001206503,0.0002073284,0.001095495,0.0002629156,0.000164506],"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":[0.000003246867,0.0001741909,2.230997e-7,0.00176683,0.0000934143,0.001030901,7.008051e-7,0.000001155635,0.005055156,0.0001980451,0.9876946,0.0039815],"study_design_scores_gemma":[0.00005849878,0.000006096654,1.040634e-7,0.005438845,0.000118834,0.0002080586,0.00000274492,0.000001918637,0.07107326,0.0003732382,0.9223753,0.0003431278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002471401,0.007340963,0.00004105514,0.03142772,0.001070448,0.0000609326,0.0002555443,0.0001562434,0.9596224],"genre_scores_gemma":[0.00007281001,0.001477927,0.0002704794,0.007336342,0.00106033,0.00008224152,0.008226767,0.00006321911,0.9814099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06601811,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248961794777051,"score_gpt":0.3375838495067224,"score_spread":0.3150942315589519,"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."}}