{"id":"W7087704889","doi":"10.5281/zenodo.17316838","title":"theochem/Selector: v0.1.2","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Python (programming language); Web server; Scripting language; Software","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":[0.002918442,0.003730349,0.002787694,0.002637553,0.001158921,0.003957454,0.005505785,0.001637108,0.213638],"category_scores_gemma":[0.00769827,0.002736466,0.003179837,0.002816522,0.001138426,0.003461706,0.00400192,0.003729243,0.2314107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209852,"about_ca_system_score_gemma":0.003063458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862288,"about_ca_topic_score_gemma":0.007445951,"domain_scores_codex":[0.998398,0.0002495875,0.0001467449,0.0004034171,0.0005695124,0.0002327196],"domain_scores_gemma":[0.9983678,0.0006383691,0.0001061393,0.0004456532,0.0002702638,0.000171666],"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":[0.000245279,0.00006792379,0.0008907276,0.001299304,0.0001593091,0.00009848042,0.00008076125,0.002556879,0.002391664,0.004472581,0.9564242,0.03131302],"study_design_scores_gemma":[0.0006713356,0.00009124092,0.002080813,0.000348604,0.0001215759,0.0004039879,0.00006505309,0.04630274,0.02693465,0.0439642,0.8787619,0.0002539663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001083948,0.0004344712,0.1059407,0.0002801413,0.0002538878,0.0002260812,0.162614,0.7192906,0.009876295],"genre_scores_gemma":[0.01495831,0.0007454482,0.1323093,0.001166903,0.0001616975,0.001756443,0.3036255,0.5253472,0.01992916],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.786362,"threshold_uncertainty_score":0.7146904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857543461393163,"score_gpt":0.2660956871124601,"score_spread":0.2475202524985284,"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."}}