{"id":"W6931674121","doi":"10.5281/zenodo.6629468","title":"hungchristine/ECOPT2: ECOPT2","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001193426,0.002090695,0.001113467,0.001724075,0.0006311375,0.002895212,0.002316386,0.001368288,0.3421503],"category_scores_gemma":[0.003403441,0.001057833,0.001537618,0.001611501,0.0004141153,0.003641822,0.002881652,0.001731572,0.2961771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257172,"about_ca_system_score_gemma":0.001122421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003637353,"about_ca_topic_score_gemma":0.003556068,"domain_scores_codex":[0.999408,0.00006139617,0.00005404559,0.0001863706,0.0002032393,0.00008687031],"domain_scores_gemma":[0.9989806,0.0002792427,0.00005518341,0.000292092,0.0002916945,0.00010122],"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":[0.0003949733,0.00004100382,0.0009622161,0.0009801644,0.00009708275,0.000143839,0.0001548838,0.001800789,0.004196268,0.005751365,0.8837565,0.1017209],"study_design_scores_gemma":[0.0001504937,0.00002889026,0.001733825,0.000123659,0.00004661205,0.0003046957,0.00004492506,0.006318644,0.007847086,0.008115049,0.9751953,0.00009086498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002433888,0.0004626257,0.1389868,0.0005652017,0.0007869067,0.000163385,0.2145469,0.5771107,0.06494347],"genre_scores_gemma":[0.01858738,0.0005908231,0.08269852,0.0005514353,0.0001976444,0.0006652658,0.383129,0.4360298,0.07755024],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3421503,"threshold_uncertainty_score":0.9383428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857603345087261,"score_gpt":0.2438999669616685,"score_spread":0.2053239335107959,"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."}}