{"id":"W2364160310","doi":"","title":"Characteristics and Challenges of College Management in America and Canada and It's Demystification","year":2005,"lang":"en","type":"article","venue":"Journal of Xinchang Agricultural College","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enlightenment; Political science; Higher education; Public administration; Library science; Computer science; Epistemology; Law; Philosophy","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":[0.00162431,0.0001948154,0.0002685722,0.003565944,0.01303884,0.01148402,0.001290436,0.0008708676,0.002519106],"category_scores_gemma":[0.007499926,0.0002064612,0.0002400221,0.01014788,0.007991415,0.002695785,0.004580376,0.002479442,0.0001212272],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08290855,"about_ca_system_score_gemma":0.1099737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594324,"about_ca_topic_score_gemma":0.9801356,"domain_scores_codex":[0.9945658,0.00042851,0.0001275454,0.0002333046,0.001945949,0.00269876],"domain_scores_gemma":[0.9882529,0.0008515766,0.001408838,0.0001857866,0.003520996,0.005779865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001685161,0.000219983,0.3985204,0.0001581528,0.00004045869,0.001534596,0.267797,0.00112621,0.001092667,0.1667824,0.02402739,0.1385323],"study_design_scores_gemma":[0.000007107644,0.00003636715,0.4857843,0.0001427963,0.000009660285,0.0003184886,0.3742797,0.0008292136,0.0002348397,0.00420105,0.1340752,0.00008138505],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879272,0.00195769,0.00038263,0.02245334,0.0001117573,0.00008176029,0.0002157314,0.00003191395,0.08683788],"genre_scores_gemma":[0.9939613,0.000543518,0.0001739074,0.0005365588,0.00001565931,0.00001271778,0.0000614698,0.000009676392,0.004685331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9170914,"threshold_uncertainty_score":0.6015464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337893457430663,"score_gpt":0.2606899012171465,"score_spread":0.2373109666428399,"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."}}