{"id":"W6948804666","doi":"10.5281/zenodo.10850850","title":"paluneau/CASM: v1.0","year":2024,"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":"Université Laval","funders":"","keywords":"Process (computing); Product (mathematics); Work (physics); 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":[0.002201129,0.004023313,0.002524888,0.003434269,0.002010755,0.00996609,0.007232568,0.003277955,0.4463303],"category_scores_gemma":[0.007178398,0.002604621,0.002148937,0.003533829,0.001224029,0.006157989,0.004754223,0.00340562,0.5767561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002791188,"about_ca_system_score_gemma":0.002707227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02263637,"about_ca_topic_score_gemma":0.01749269,"domain_scores_codex":[0.9984928,0.0002048596,0.0001027557,0.0003128599,0.0006836981,0.0002030046],"domain_scores_gemma":[0.9969544,0.0003017086,0.0001301115,0.00139206,0.000916574,0.0003050624],"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":[0.0001128071,0.000008759885,0.00009282893,0.0001340616,0.00002596604,0.00003809506,0.00006381318,0.0002556488,0.000596398,0.002672853,0.9852918,0.0107071],"study_design_scores_gemma":[0.00008515285,0.00001391732,0.0004417788,0.0001110041,0.00002616196,0.0001330029,0.00005467513,0.003821527,0.003869462,0.009382245,0.9819672,0.00009393177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006746365,0.0003650634,0.04231286,0.0006155275,0.0005162773,0.0001556775,0.1668929,0.7044361,0.08403088],"genre_scores_gemma":[0.01177205,0.0003899115,0.04115038,0.0005318091,0.0002612849,0.0005279474,0.4022948,0.4639688,0.07910319],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4463303,"threshold_uncertainty_score":0.7897426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03838174598572011,"score_gpt":0.263773064417865,"score_spread":0.2253913184321449,"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."}}