{"id":"W7087111937","doi":"10.57745/uy9bx0","title":"DAS(Nanoscale).pdf","year":2025,"lang":"it","type":"dataset","venue":"Recherche Data Gouv France","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","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":[0.001352211,0.002114004,0.001750423,0.003131236,0.0007917729,0.00360336,0.001993692,0.001801321,0.2520792],"category_scores_gemma":[0.009087214,0.0008402302,0.001894292,0.004720952,0.0004689179,0.001673268,0.001773283,0.00203188,0.2104011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491691,"about_ca_system_score_gemma":0.002508602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01583803,"about_ca_topic_score_gemma":0.02536669,"domain_scores_codex":[0.998988,0.0001439558,0.0001264618,0.0003528098,0.0002353011,0.0001534638],"domain_scores_gemma":[0.9961344,0.001534679,0.0002943182,0.0009343053,0.0007989242,0.0003033555],"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":[0.00006988027,0.00001407493,0.0005376376,0.0005546433,0.00002893048,0.00001047774,0.00001038416,0.0001840735,0.0001271791,0.0003025331,0.9963582,0.001801908],"study_design_scores_gemma":[0.0004719802,0.00004070674,0.005140841,0.0002996749,0.00006194488,0.00007949224,0.00007090754,0.0005082637,0.0006748977,0.002240474,0.9903695,0.00004123873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000533368,0.00002980375,0.00005383218,0.00005137805,0.00002444399,0.00000956881,0.9987718,0.0005083435,0.0004974292],"genre_scores_gemma":[0.0005833,0.00006187495,0.0004452342,0.00009043283,0.00001524429,0.00009373093,0.9974098,0.0002272399,0.001073224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7479209,"threshold_uncertainty_score":0.8432888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424936448458454,"score_gpt":0.3640491936257949,"score_spread":0.2997998291412104,"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."}}