{"id":"W6902586398","doi":"10.7910/dvn/aqepin","title":"BOSQUE Test set","year":2025,"lang":"en","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Metadata; Test (biology); Test set; Skin lesion; Data set; Set (abstract data type); Focus (optics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00282336,0.004831471,0.002539874,0.004764337,0.003058685,0.004041967,0.006714118,0.004539287,0.1109544],"category_scores_gemma":[0.01340282,0.000670379,0.003040749,0.002760047,0.001058554,0.002358926,0.003019696,0.003568433,0.1178512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760576,"about_ca_system_score_gemma":0.004411684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0703,"about_ca_topic_score_gemma":0.1117568,"domain_scores_codex":[0.9961665,0.0007014111,0.0003153058,0.001160733,0.001082117,0.0005740249],"domain_scores_gemma":[0.9946838,0.001009028,0.0001688038,0.001285979,0.002462196,0.0003901239],"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":[0.0002845831,0.0002443735,0.001432752,0.0005897556,0.00008235622,0.000112529,0.00003028988,0.001015086,0.0006017873,0.0005856841,0.9666178,0.02840291],"study_design_scores_gemma":[0.0008224546,0.000408111,0.01269406,0.0007554224,0.0001856815,0.0008565087,0.0006483399,0.01574883,0.004453274,0.002868454,0.960401,0.0001578021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.009940012,0.002889754,0.003369269,0.001709224,0.00239595,0.001497993,0.9277087,0.01057607,0.03991298],"genre_scores_gemma":[0.006917318,0.0002457131,0.003920389,0.0006247876,0.0001608027,0.0006758918,0.9786031,0.0005623678,0.008289683],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1109544,"threshold_uncertainty_score":0.3711796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141827084626148,"score_gpt":0.2553374427159481,"score_spread":0.2439191718696866,"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."}}