{"id":"W6892954751","doi":"10.5281/zenodo.13379100","title":"cheminfo/convert-to-jcamp: v5.4.11","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Simple (philosophy); Process (computing); Product (mathematics); Identification (biology)","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":[0.001480774,0.004243185,0.002543059,0.003392871,0.001385901,0.004934425,0.00684761,0.003207872,0.6286533],"category_scores_gemma":[0.007724767,0.003619437,0.001788925,0.002461545,0.0009253831,0.005143607,0.003054746,0.003682714,0.5403436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984831,"about_ca_system_score_gemma":0.001367011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00330131,"about_ca_topic_score_gemma":0.002690587,"domain_scores_codex":[0.9989069,0.0001091922,0.0000984455,0.0002699369,0.0004400487,0.0001755639],"domain_scores_gemma":[0.9974247,0.0006651228,0.0001403788,0.0007738466,0.0007962593,0.0001996346],"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":[0.0002521218,0.00004056041,0.0002644904,0.000985384,0.00005923224,0.00008688568,0.00007029362,0.0004056343,0.002629985,0.002846246,0.9721165,0.02024274],"study_design_scores_gemma":[0.0002808151,0.00002989979,0.0006036632,0.0002077845,0.00004345442,0.0002465383,0.00003494106,0.002901052,0.03483643,0.005802671,0.954839,0.0001737058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000719537,0.0004108715,0.03490926,0.0003777781,0.0004050651,0.0001540595,0.09496333,0.8288756,0.03918461],"genre_scores_gemma":[0.01196345,0.0006763086,0.03160929,0.001386369,0.0002557857,0.0006776528,0.1586031,0.7289535,0.06587446],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6286533,"threshold_uncertainty_score":0.529681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008923480300952,"score_gpt":0.2558527358732098,"score_spread":0.2257635010702003,"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."}}