{"id":"W6950267481","doi":"10.5281/zenodo.6326292","title":"consbio/seedlot-selection-tool: Version 1.0.0","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Set (abstract data type); Context (archaeology); Identification (biology); Work (physics); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003441435,0.005736112,0.004807941,0.004105581,0.001986864,0.005185758,0.006104994,0.002427233,0.3450545],"category_scores_gemma":[0.008953723,0.005016599,0.003740445,0.003164566,0.0008334086,0.003634752,0.004139185,0.003814708,0.44115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009954073,"about_ca_system_score_gemma":0.001814684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398728,"about_ca_topic_score_gemma":0.006163098,"domain_scores_codex":[0.9981134,0.0003371123,0.0001659514,0.0005798866,0.0005384656,0.0002650934],"domain_scores_gemma":[0.9970719,0.001158387,0.0002049967,0.0007325295,0.0005423557,0.000289755],"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":[0.0004106013,0.00005423108,0.001334397,0.001070205,0.0002081169,0.0001419734,0.0001299011,0.0004634638,0.003366723,0.0011253,0.9735408,0.01815431],"study_design_scores_gemma":[0.0005013935,0.00006101537,0.003142624,0.00021954,0.0001593112,0.0004508709,0.00006215249,0.003917016,0.01072122,0.005667042,0.974798,0.000299703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00132297,0.0004483409,0.0416622,0.0002672788,0.0003705908,0.0001299873,0.2066654,0.7401709,0.008962343],"genre_scores_gemma":[0.005283186,0.0002262953,0.03234205,0.0004460048,0.0001077677,0.0005012822,0.309954,0.6402,0.01093943],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3450545,"threshold_uncertainty_score":0.9342003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454071981317869,"score_gpt":0.2365824019573973,"score_spread":0.2120416821442186,"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."}}