{"id":"W4409985374","doi":"10.32396/usurj.v10i1.803","title":"\"Ocean Song\" and \"Filipino Student Association Banner\"","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Banner; Association (psychology); Oceanography; History; Psychology; Geology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704591,0.0005546678,0.0002134821,0.0008492282,0.00748079,0.002877669,0.0003697917,0.0009559928,0.1791407],"category_scores_gemma":[0.001083488,0.0001094798,0.0001391623,0.0009749472,0.001076836,0.001728395,0.002655123,0.001551873,0.03748042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194643,"about_ca_system_score_gemma":0.00218756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03698153,"about_ca_topic_score_gemma":0.1417225,"domain_scores_codex":[0.9996917,0.00003576639,0.000009226253,0.00003710727,0.00006666021,0.0001596139],"domain_scores_gemma":[0.9993417,0.00004736771,0.0000442659,0.00003344713,0.0001093146,0.0004238091],"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":[0.0001263398,0.00008486133,0.007487201,0.0001789608,0.000007780213,0.0006247679,0.01402961,0.00002166319,0.001738652,0.02156861,0.8054058,0.1487258],"study_design_scores_gemma":[0.000004438224,0.00001792187,0.0110402,0.0000584966,0.000002770195,0.0001979583,0.01100827,0.0000186157,0.0002349694,0.0001784916,0.9772265,0.00001132845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04153819,0.0007823655,0.0003059796,0.01354472,0.002703292,0.0001029903,0.001196887,0.0003513182,0.9394743],"genre_scores_gemma":[0.08463493,0.0006301213,0.0003351839,0.003864637,0.0004502606,0.00009655592,0.0004698914,0.0001311197,0.9093874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1791407,"threshold_uncertainty_score":0.5992852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537596421605251,"score_gpt":0.3301524632989499,"score_spread":0.3047764990828974,"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."}}