{"id":"W3009337655","doi":"10.15307/fcj.30.228.2019","title":"FCJ-228 University, Universitas","year":2019,"lang":"pl","type":"article","venue":"The Fibreculture Journal","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Library science; Media studies; Engineering physics; Sociology; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005796344,0.0005561764,0.0005195885,0.00154609,0.005486745,0.006273846,0.001027539,0.002422978,0.583729],"category_scores_gemma":[0.002065074,0.000288233,0.0002992027,0.001838475,0.0008050193,0.002590491,0.00292955,0.002125167,0.2268474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005947127,"about_ca_system_score_gemma":0.004846401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02341048,"about_ca_topic_score_gemma":0.0362699,"domain_scores_codex":[0.9990485,0.0001058148,0.00004077089,0.0002186376,0.000336675,0.0002496077],"domain_scores_gemma":[0.9990029,0.00009413894,0.00004684178,0.00007620711,0.0002679734,0.0005120371],"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":[0.0002397232,0.0002017634,0.001908141,0.0004346166,0.00001074701,0.001216256,0.001106677,0.000232555,0.001561398,0.0873791,0.6375758,0.2681331],"study_design_scores_gemma":[0.000009372509,0.00002842211,0.002289302,0.00009012187,0.000002022202,0.0003085719,0.0004765211,0.00007290486,0.000240019,0.001579367,0.9948925,0.00001083537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007726485,0.003343524,0.000408038,0.005844409,0.002026038,0.00010121,0.002471928,0.000432269,0.9776462],"genre_scores_gemma":[0.0278902,0.001065927,0.0005365742,0.000432267,0.0001597833,0.00005671922,0.0006962814,0.00013993,0.9690223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.583729,"threshold_uncertainty_score":0.59376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006285824723038658,"score_gpt":0.1967289105494366,"score_spread":0.190443085826398,"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."}}