{"id":"W4245972675","doi":"10.5260/chara.12.2.41","title":"WizFolio","year":2010,"lang":"en","type":"article","venue":"The Charleston Advisor","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005554816,0.000185123,0.0001538457,0.00008174436,0.0002132618,0.00005558954,0.0006890271,0.00008095742,0.001965265],"category_scores_gemma":[0.0001700256,0.0001182631,0.00009098132,0.0003104549,0.0002788527,0.0001464784,0.0001134146,0.0005894259,0.0559416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002268578,"about_ca_system_score_gemma":0.00004543832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006258147,"about_ca_topic_score_gemma":0.0001510054,"domain_scores_codex":[0.9988101,0.00006302316,0.0001779872,0.0002450407,0.0002984152,0.0004053914],"domain_scores_gemma":[0.9986481,0.00009215011,0.0001024488,0.0009624906,0.00006513058,0.0001296437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000809212,0.0001505391,0.001965549,0.000008886059,0.00003117888,0.00001091723,0.001431017,0.000007327023,0.8898797,0.02821283,0.06965319,0.008567933],"study_design_scores_gemma":[0.00100219,0.00006271296,0.05698391,0.00001495781,0.00005753618,0.000133016,0.0002387671,0.000376748,0.05605153,0.004429044,0.880145,0.0005045448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672161,0.00006888045,0.00001908094,0.002246799,0.0007291675,0.0002993009,0.00003155017,0.0004755568,0.02891352],"genre_scores_gemma":[0.992512,0.000007948418,0.0002450093,0.0004913623,0.0004914008,0.0000448812,0.000009212778,0.0001092987,0.006088839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8338282,"threshold_uncertainty_score":0.9989471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007567175919417861,"score_gpt":0.2442835288657863,"score_spread":0.2367163529463684,"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."}}