{"id":"W2371055786","doi":"","title":"Visiting and Thinking Deeply to Nova Scotia Agricultural College in Canada","year":2008,"lang":"en","type":"article","venue":"Journal of Tianjin Agricultural University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Agriculture; Nova (rocket); Work (physics); Process (computing); Mathematics education; Engineering; Psychology; Sociology; Geography; Computer science; Archaeology; Mechanical engineering; Aeronautics","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":[0.0004049084,0.0002094499,0.0001274941,0.0004962606,0.01059628,0.002250721,0.0004375491,0.0004766724,0.008632055],"category_scores_gemma":[0.0009828568,0.0001594244,0.0001314083,0.0006736257,0.001558396,0.0004984119,0.001112352,0.001028364,0.0007592769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02610647,"about_ca_system_score_gemma":0.05194849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9526716,"about_ca_topic_score_gemma":0.9929557,"domain_scores_codex":[0.9995126,0.00006780294,0.00001062149,0.00005361782,0.000106596,0.0002487709],"domain_scores_gemma":[0.9978496,0.0001209807,0.00006337898,0.00002216034,0.0003882566,0.00155559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004388414,0.0003902336,0.1694504,0.0004518409,0.00003330946,0.01377938,0.2614131,0.001059576,0.02406782,0.03233904,0.2112278,0.2853488],"study_design_scores_gemma":[0.00001550628,0.0001171952,0.1417915,0.0001877509,0.00001230168,0.001051223,0.2101397,0.0004839064,0.001674659,0.0009310956,0.6435267,0.00006844421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7826112,0.00329905,0.001292752,0.03307613,0.001374125,0.0001585314,0.0003386322,0.00009695,0.1777526],"genre_scores_gemma":[0.7270786,0.00334795,0.002522632,0.004766144,0.00008276537,0.0000257701,0.0001558769,0.00004841097,0.2619718],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04732835,"threshold_uncertainty_score":0.1894166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391619022865491,"score_gpt":0.2140923337625312,"score_spread":0.2001761435338763,"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."}}