{"id":"W7032445268","doi":"","title":"CANUCS","year":2025,"lang":"en","type":"article","venue":"Repository of the University of Ljubljana (University of Ljubljana)","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Noise (video); Term (time); Feature (linguistics); Filter (signal processing)","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":[],"consensus_categories":[],"category_scores_codex":[0.001935258,0.002213188,0.001502558,0.005910682,0.004218608,0.008359589,0.004550905,0.002117076,0.3520544],"category_scores_gemma":[0.008516817,0.0007216822,0.0008764877,0.006991053,0.001089902,0.003507306,0.004424742,0.001807048,0.3208922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00628461,"about_ca_system_score_gemma":0.0115062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.379651,"about_ca_topic_score_gemma":0.3679566,"domain_scores_codex":[0.9969711,0.0001855915,0.000118152,0.0007699855,0.001433506,0.0005215782],"domain_scores_gemma":[0.995371,0.000326176,0.0003134202,0.0009580402,0.002195715,0.0008356147],"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":[0.0002428233,0.00003299121,0.002868199,0.0006158144,0.00003730246,0.0001653085,0.0001954643,0.000420792,0.0007089603,0.01292283,0.891754,0.09003542],"study_design_scores_gemma":[0.00001648371,0.000007730241,0.001800021,0.0001345978,0.00001111488,0.00007162117,0.00008569528,0.0002881452,0.0003151575,0.00162517,0.99562,0.00002426626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00381182,0.003392504,0.008007909,0.003437296,0.001724302,0.000354261,0.4416574,0.02598585,0.5116287],"genre_scores_gemma":[0.02289894,0.003436743,0.01449575,0.001975152,0.0005202359,0.0003215756,0.7063923,0.01047898,0.2394804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.379651,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770570536474203,"score_gpt":0.2348419045109449,"score_spread":0.2171361991462029,"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."}}