{"id":"W6944553670","doi":"10.17616/r31njns5","title":"Concordia University of Edmonton Dataverse","year":2025,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Research data; Information system; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007358974,0.001776438,0.002194363,0.01338464,0.003990686,0.01572379,0.004670821,0.00272057,0.3449667],"category_scores_gemma":[0.02588556,0.001395003,0.0008209387,0.01582038,0.001372186,0.007460979,0.007605855,0.002621158,0.3374126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005523109,"about_ca_system_score_gemma":0.01772221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1078065,"about_ca_topic_score_gemma":0.1105733,"domain_scores_codex":[0.9960449,0.0005492289,0.0002828999,0.0007317255,0.001869558,0.0005215603],"domain_scores_gemma":[0.9786427,0.003220893,0.000871023,0.006992709,0.00708633,0.003186391],"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":[0.00007537052,0.00001621931,0.0002101102,0.0002149325,0.000009525714,0.00002495545,0.00008033172,0.00005085866,0.000167979,0.008061923,0.9752621,0.0158257],"study_design_scores_gemma":[0.00001520475,0.000003982889,0.0005071326,0.0002134601,0.00000589313,0.00001895432,0.00004678911,0.0001211898,0.0002667882,0.001637738,0.9971469,0.00001598284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001358563,0.002474734,0.005923817,0.004039288,0.001113336,0.0003305602,0.4721812,0.03921466,0.4733639],"genre_scores_gemma":[0.006633095,0.003402474,0.01500939,0.001653178,0.0005798916,0.0004742981,0.593111,0.02372352,0.3554131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9842762,"threshold_uncertainty_score":0.9343255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617442563725486,"score_gpt":0.3460229896643613,"score_spread":0.3098485640271065,"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."}}