{"id":"W4402585847","doi":"10.33524/cjar.v24i2.719","title":"A Decade of Tempus Fugit","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"TEMPUS; Mathematics education; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.00448945,0.0007116104,0.0006465612,0.001606353,0.007703043,0.009545138,0.001094905,0.004168456,0.04192695],"category_scores_gemma":[0.009779063,0.0002503189,0.0003949542,0.000944135,0.0150459,0.006315056,0.008273241,0.008092145,0.01617664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006039058,"about_ca_system_score_gemma":0.005556537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008991129,"about_ca_topic_score_gemma":0.01847046,"domain_scores_codex":[0.9974918,0.0007219038,0.00006951187,0.0004597537,0.0006225378,0.0006345107],"domain_scores_gemma":[0.9968073,0.0007035353,0.0001337472,0.0003440439,0.0005136806,0.001497585],"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":[0.00006328771,0.00002732572,0.0003407853,0.0001054066,0.000007811118,0.000169289,0.006500956,0.00003702151,0.0001213798,0.3150848,0.6255326,0.05200923],"study_design_scores_gemma":[0.000001902095,0.000006335857,0.0001519346,0.0001128098,0.000001128257,0.00006697371,0.0007674752,0.000006754564,0.00002111946,0.008337541,0.9905213,0.000004630423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006270617,0.11688,0.001419033,0.3794265,0.09938737,0.00002337677,0.000342064,0.0001939519,0.396057],"genre_scores_gemma":[0.1379549,0.03234071,0.001205836,0.1412565,0.02670659,0.00007472464,0.0002496315,0.0004871144,0.659724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04192695,"threshold_uncertainty_score":0.1402596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985120364844026,"score_gpt":0.3975885093861799,"score_spread":0.09907647290177729,"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."}}