{"id":"W3105628899","doi":"10.15516/cje.v19i0.2709","title":"Doctoral Education for a Sustainable Future: What's a Comprehensive Portfolio Got to Do With It? / Doktorsko obrazovanje za održivu budućnost: Što sveobuhvatni portfelj ima s tim?","year":2018,"lang":"en","type":"article","venue":"Croatian Journal of Education - Hrvatski časopis za odgoj i obrazovanje","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Portfolio; Political science; Pedagogy; Sociology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01633193,0.0003756498,0.0005427317,0.001369036,0.01357694,0.01992191,0.001959066,0.002001644,0.01120173],"category_scores_gemma":[0.01928119,0.0003426616,0.0004606037,0.002618461,0.007876543,0.00749848,0.01109902,0.003515584,0.001326672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04177476,"about_ca_system_score_gemma":0.1736127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3011714,"about_ca_topic_score_gemma":0.5100728,"domain_scores_codex":[0.9926032,0.00236459,0.0002849824,0.0005331965,0.002154458,0.002059523],"domain_scores_gemma":[0.9756196,0.001606818,0.0007627604,0.0009472648,0.005898311,0.0151654],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001535807,0.0002811591,0.03615145,0.001414863,0.00008062922,0.001235404,0.1207218,0.001024774,0.002403815,0.1306767,0.1171956,0.5886603],"study_design_scores_gemma":[0.00002265561,0.0001100658,0.02420179,0.001250225,0.00003142083,0.0003798812,0.1321855,0.0004833839,0.000905076,0.0196045,0.8207475,0.00007809474],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2098888,0.02465692,0.01153267,0.5526699,0.004317167,0.0006731388,0.0004914588,0.0003022281,0.1954678],"genre_scores_gemma":[0.8471472,0.02370026,0.01579801,0.01605107,0.0006311124,0.0002600944,0.0003812398,0.0001819909,0.09584907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9836681,"threshold_uncertainty_score":0.5988367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832966347081856,"score_gpt":0.3875241881583007,"score_spread":0.3591945246874821,"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."}}