{"id":"W4403663525","doi":"","title":"Post Proceedings of the STAF 2023 Workshops","year":2024,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Environmental science","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":["insufficient_payload"],"category_scores_codex":[0.002597947,0.0011885,0.0005519917,0.001588984,0.002119091,0.006022054,0.001314299,0.003331956,0.5082827],"category_scores_gemma":[0.003210572,0.0002845068,0.001061552,0.0009655098,0.0004191296,0.0015818,0.002225329,0.002393726,0.3114179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937946,"about_ca_system_score_gemma":0.003332332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042898,"about_ca_topic_score_gemma":0.01470625,"domain_scores_codex":[0.998823,0.00015095,0.00003342129,0.0001079745,0.0005739584,0.0003107138],"domain_scores_gemma":[0.9963073,0.0002750902,0.0001043699,0.0001625038,0.00138058,0.00177018],"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":[0.00008462818,0.00003260872,0.00005656517,0.0000507552,0.000002881608,0.00004037687,0.00002414494,0.00004908804,0.000258233,0.0008940999,0.9850956,0.01341094],"study_design_scores_gemma":[0.00002411475,0.00003762049,0.0007246226,0.00004609178,0.00000287843,0.00002579416,0.0000798946,0.0001077934,0.0002366095,0.0007416792,0.9979658,0.000007023571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004556167,0.003678167,0.002908255,0.03593886,0.1509923,0.0007301089,0.01127394,0.001605222,0.788317],"genre_scores_gemma":[0.003321323,0.0004851437,0.0005073611,0.001701229,0.004097285,0.0001170312,0.002383814,0.0003170752,0.9870697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4917173,"threshold_uncertainty_score":0.7013751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006748592815243814,"score_gpt":0.2045699339381673,"score_spread":0.1978213411229235,"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."}}