{"id":"W7116383648","doi":"10.14288/cl.vi261.199759","title":"a trace","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"","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":[0.0009795462,0.0009262525,0.0004246997,0.002951031,0.003015828,0.0048495,0.001573133,0.001605028,0.3840455],"category_scores_gemma":[0.008035365,0.0004523788,0.0007261584,0.001909212,0.001014995,0.004961468,0.003888499,0.002565036,0.1954705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156881,"about_ca_system_score_gemma":0.003882816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526107,"about_ca_topic_score_gemma":0.01248875,"domain_scores_codex":[0.9984175,0.0001661446,0.0000606489,0.0003414041,0.0008072351,0.0002070095],"domain_scores_gemma":[0.9956732,0.0006730568,0.0001064036,0.00132976,0.001765225,0.0004523167],"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":[0.0002516973,0.000131341,0.001573179,0.0002052303,0.00001805676,0.0002705162,0.001268453,0.0003716509,0.002883051,0.1189864,0.6304335,0.2436069],"study_design_scores_gemma":[0.00001220085,0.00002615766,0.0006767329,0.00008611048,0.000008654216,0.0001570811,0.0005267326,0.0004487253,0.001973693,0.02421299,0.9718481,0.0000227923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004980458,0.0002771954,0.04042516,0.004035445,0.002127148,0.0004405623,0.01553911,0.01515375,0.9170212],"genre_scores_gemma":[0.04350061,0.0005073923,0.02088584,0.001610081,0.0004247728,0.0002563547,0.01350586,0.006514698,0.9127943],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6159545,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341924188247958,"score_gpt":0.3235599570451649,"score_spread":0.2901407151626854,"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."}}