{"id":"W6930836433","doi":"10.5281/zenodo.3678570","title":"CESEL/RelationalGit: Zenodo_release","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Code (set theory); Software; Code review; Source code; Replication (statistics)","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":[0.002818777,0.002341794,0.00107745,0.002370595,0.0009169687,0.004387403,0.003590861,0.001667212,0.3782516],"category_scores_gemma":[0.0115308,0.00153805,0.001618739,0.002351757,0.0008722466,0.004575273,0.005611191,0.003557913,0.4129381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367701,"about_ca_system_score_gemma":0.002947665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004912906,"about_ca_topic_score_gemma":0.004797958,"domain_scores_codex":[0.9982852,0.0002042494,0.0001498063,0.0003481001,0.0007822835,0.0002302543],"domain_scores_gemma":[0.9955101,0.0007096786,0.0002341353,0.001691003,0.001278094,0.0005770177],"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":[0.0001788342,0.00004549188,0.0003128212,0.0002786062,0.0000323953,0.00008429092,0.00006341586,0.0004369602,0.001389312,0.002605558,0.9609497,0.0336226],"study_design_scores_gemma":[0.0001549461,0.00003325614,0.0008078015,0.00010994,0.00001579699,0.0001497424,0.00003292084,0.002181408,0.003578644,0.003090423,0.9897974,0.00004782814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001325707,0.0005803552,0.06968284,0.002027269,0.002007696,0.0003364529,0.1466461,0.7191359,0.05825775],"genre_scores_gemma":[0.01247693,0.001014868,0.03547307,0.001243125,0.0003925835,0.0007681207,0.3718395,0.4975067,0.07928511],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3782516,"threshold_uncertainty_score":0.8868486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389740149961511,"score_gpt":0.2443701075785747,"score_spread":0.2004727060789596,"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."}}