{"id":"W4412624620","doi":"10.32396/usurj.v10i2.854","title":"Awaiting","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001153819,0.0006885552,0.0005699875,0.0008796373,0.002421875,0.002488968,0.001380263,0.002159707,0.2577294],"category_scores_gemma":[0.002300549,0.0003167013,0.0007107774,0.0005700535,0.0008888672,0.002296918,0.002072905,0.003632497,0.1680497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007664384,"about_ca_system_score_gemma":0.002387887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312435,"about_ca_topic_score_gemma":0.008381852,"domain_scores_codex":[0.9985294,0.00009553081,0.00004232896,0.0001603677,0.0008380372,0.0003342908],"domain_scores_gemma":[0.9988579,0.00009270357,0.00005943919,0.0002355679,0.0004913845,0.0002630214],"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":[0.000368375,0.0002476618,0.001047515,0.0005725513,0.0000256784,0.001550658,0.0004228772,0.0000992943,0.02605315,0.02114007,0.5147511,0.4337212],"study_design_scores_gemma":[0.00001599732,0.00008970077,0.000616418,0.000127953,0.000008827889,0.0008293114,0.0002574083,0.0000674337,0.00924255,0.003258279,0.9854674,0.00001869984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01422385,0.01284518,0.01129571,0.03112447,0.01772383,0.0003756673,0.001359777,0.003209971,0.9078415],"genre_scores_gemma":[0.04291008,0.004743848,0.007171126,0.01069522,0.001197376,0.00009801197,0.001032941,0.0008527971,0.9312985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7422706,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501353324247197,"score_gpt":0.3026263334110638,"score_spread":0.2676128001685918,"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."}}