{"id":"W6931736121","doi":"10.5281/zenodo.7541517","title":"tudo-astroparticlephysics/PROPOSAL: v6.1.8","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural (archaeology); Point (geometry); Product (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003727088,0.0001380846,0.0001430919,0.0001320245,0.001911519,0.0005527207,0.0007503983,0.0001345198,0.04341653],"category_scores_gemma":[0.0004233994,0.000133493,0.0000669013,0.0005958054,0.0002715644,0.0001531375,0.0004207281,0.000223946,0.04923966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890061,"about_ca_system_score_gemma":0.000008768212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079895,"about_ca_topic_score_gemma":0.00009475309,"domain_scores_codex":[0.9982388,0.0003668673,0.0001404183,0.0003451974,0.000488318,0.0004204102],"domain_scores_gemma":[0.999208,0.0000112385,0.0001111411,0.000294928,0.0002054487,0.0001692002],"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":[0.000005737505,0.00003606787,5.371968e-7,0.00001500733,0.00003024446,0.00001094555,0.002637309,0.000001022053,0.0002560266,0.01469904,0.9171443,0.06516375],"study_design_scores_gemma":[0.0001487715,0.00004618906,0.00003538851,0.00005078327,0.00001722876,0.00000318552,0.001844079,0.000008372145,0.00002857223,0.0002177535,0.9974335,0.0001661144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001255702,0.0001303227,0.00028338,0.0008933449,0.000257069,0.0004356486,0.0001445492,0.005518488,0.9922116],"genre_scores_gemma":[0.02229848,0.0006657834,0.0002443433,0.0001475611,0.002494445,1.179089e-7,0.001255233,0.01712367,0.9557704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08028924,"threshold_uncertainty_score":0.9993879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299006260099446,"score_gpt":0.2812678925957364,"score_spread":0.2482778299947419,"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."}}