{"id":"W6949245763","doi":"10.5281/zenodo.12783840","title":"Lytvolasma canadense Fedorowski and Bamber 2001","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Leadership and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apex (geometry); Transverse plane; Stage (stratigraphy); Section (typography); NODAL","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008895605,0.00006344177,0.00005977339,0.0001283513,0.003354241,0.0005563485,0.0002824283,0.00005030246,0.008008281],"category_scores_gemma":[0.000895905,0.00007216528,0.00001838225,0.000585913,0.0002486075,0.0002105668,0.0001347567,0.0001148203,0.005335158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010464,"about_ca_system_score_gemma":0.00002225984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004315778,"about_ca_topic_score_gemma":0.00009422264,"domain_scores_codex":[0.9987721,0.000268017,0.0001117062,0.0002150526,0.0003147486,0.0003183725],"domain_scores_gemma":[0.999314,0.00004789592,0.00003986133,0.0001287239,0.0002446524,0.0002248798],"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":[0.00002316591,0.00006938662,0.0001062179,0.00003430057,0.00002374297,0.00001738858,0.02268532,0.00000734305,0.00147271,0.07312465,0.8755313,0.02690454],"study_design_scores_gemma":[0.0001100782,0.00003577854,0.003356112,0.000008944423,0.000004544931,0.00001166043,0.00861158,0.00003220089,0.00006244615,0.0006540635,0.9870236,0.0000890225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3310204,0.00006187244,0.0001338291,0.04443768,0.0003532041,0.0005060553,0.0001274067,0.001417122,0.6219424],"genre_scores_gemma":[0.984934,0.0001308737,0.00008771367,0.0002654942,0.0003221298,3.88656e-8,0.0005377948,0.0003021916,0.01341974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6539136,"threshold_uncertainty_score":0.9979433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09987658657773885,"score_gpt":0.323770489038932,"score_spread":0.2238939024611931,"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."}}