{"id":"W6893947780","doi":"10.5281/zenodo.6629467","title":"hungchristine/ECOPT2: ECOPT2","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":"Polytechnique Montréal","funders":"","keywords":"Software; Product (mathematics); Process (computing); 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":[],"consensus_categories":[],"category_scores_codex":[0.001277339,0.002213275,0.001417839,0.001999705,0.0007136236,0.003317362,0.002341775,0.001428315,0.2972069],"category_scores_gemma":[0.003487815,0.001315187,0.001641667,0.002110151,0.0004099215,0.003351245,0.002781932,0.00170846,0.2778684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000878,"about_ca_system_score_gemma":0.001188864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508231,"about_ca_topic_score_gemma":0.0030732,"domain_scores_codex":[0.9992422,0.00009053315,0.0000674017,0.0002246456,0.0002767497,0.00009847357],"domain_scores_gemma":[0.9988676,0.0003254958,0.00007957926,0.0003108238,0.0003041982,0.0001122808],"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":[0.0004085759,0.00004079348,0.001240102,0.001649546,0.0001287591,0.0001264968,0.0001611096,0.00187009,0.005654356,0.005122855,0.8843409,0.09925646],"study_design_scores_gemma":[0.0001591636,0.00003595151,0.002071723,0.0001354913,0.00006574095,0.0002443083,0.00004619058,0.005385363,0.007613023,0.006134707,0.9780086,0.00009968416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002762784,0.000651999,0.1263068,0.0006501896,0.0008395907,0.0001951816,0.2991343,0.5096008,0.05985836],"genre_scores_gemma":[0.0201464,0.0007312648,0.07861064,0.0004595712,0.0002094598,0.0007317536,0.47984,0.3621602,0.05711084],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2972069,"threshold_uncertainty_score":0.9942561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011978447962906,"score_gpt":0.246152478406445,"score_spread":0.216032693926816,"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."}}