{"id":"W6930801930","doi":"10.5281/zenodo.13788210","title":"SFPsimulations","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Data Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Drosophila melanogaster; Melanogaster; Gene; Drosophila pseudoobscura; Drosophila (subgenus)","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":[0.001031602,0.001318794,0.0007545463,0.0008305241,0.0006309205,0.001241433,0.002216376,0.001089447,0.06154183],"category_scores_gemma":[0.00415459,0.0004626526,0.001371435,0.0006457308,0.00040004,0.001381413,0.002122746,0.001397932,0.02558167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004753778,"about_ca_system_score_gemma":0.00095025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009320746,"about_ca_topic_score_gemma":0.001068709,"domain_scores_codex":[0.9992079,0.0001465663,0.00006172564,0.0002164342,0.0002026048,0.000164832],"domain_scores_gemma":[0.9992623,0.0002307926,0.00005689281,0.0001956636,0.0001669762,0.00008728678],"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":[0.002376869,0.0006434629,0.01003366,0.00243421,0.0004154126,0.0011229,0.0006005663,0.07678105,0.05478408,0.1553486,0.4204794,0.2749797],"study_design_scores_gemma":[0.0004786293,0.0003476693,0.001843046,0.0002304097,0.000165419,0.0004905501,0.0002062912,0.3483428,0.04933746,0.05607007,0.5423832,0.0001044354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.08605896,0.001967266,0.6037365,0.002189585,0.004034502,0.001476197,0.07589149,0.1038667,0.1207788],"genre_scores_gemma":[0.3545211,0.002093882,0.4309581,0.001808416,0.0005995126,0.004911582,0.1034531,0.0192171,0.08243719],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06154183,"threshold_uncertainty_score":0.2058779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864492249051208,"score_gpt":0.2625706257641841,"score_spread":0.233925703273672,"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."}}