{"id":"W7084395364","doi":"10.57745/ccgcqu","title":"results_gps_0226.pkl","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001310459,0.00295597,0.002070104,0.005405121,0.001137142,0.003924525,0.003496455,0.003009005,0.1858587],"category_scores_gemma":[0.009939036,0.001108134,0.001631073,0.009296125,0.0006190726,0.002029038,0.002314403,0.001878905,0.182847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289727,"about_ca_system_score_gemma":0.003361816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03804728,"about_ca_topic_score_gemma":0.04666902,"domain_scores_codex":[0.9982955,0.0003515704,0.0001634907,0.0005188963,0.0004284511,0.0002420733],"domain_scores_gemma":[0.9963776,0.001461035,0.0002602856,0.0007954203,0.0008300363,0.0002756481],"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":[0.00006968035,0.00001351845,0.0004947261,0.0006751659,0.00003710478,0.00002287477,0.00002578375,0.0003325209,0.00008147967,0.0007279015,0.9961093,0.001410023],"study_design_scores_gemma":[0.000228465,0.00001222678,0.001657723,0.0002070952,0.00003094003,0.00004401144,0.00006179664,0.0003379888,0.0002786847,0.001436622,0.9956743,0.00003019778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006405067,0.00005480812,0.00005635379,0.00005983956,0.00001373119,0.000003675272,0.998384,0.0005439683,0.0008196043],"genre_scores_gemma":[0.0004066577,0.00005599401,0.0002192817,0.00005065922,0.000006582042,0.00003018133,0.9982851,0.0002233638,0.0007220623],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8141413,"threshold_uncertainty_score":0.6217592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09472752928974434,"score_gpt":0.3649891600332371,"score_spread":0.2702616307434927,"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."}}