{"id":"W2562332185","doi":"10.1080/13504622.2016.1269874","title":"Integrating problem- and project-based learning opportunities: assessing outcomes of a field course in environment and sustainability","year":2016,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Higher Education Academy","keywords":"Sustainability; Professional development; Service-learning; Knowledge management; Medical education; Psychology; Pedagogy; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003290417,0.00009579318,0.0001370485,0.0002232988,0.0003398241,0.00006771097,0.0001178628,0.00008819561,0.0002015114],"category_scores_gemma":[0.001464586,0.00007936043,0.00002024569,0.0001401526,0.001065623,0.0003605997,0.0000865363,0.0002367068,0.000001331147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250841,"about_ca_system_score_gemma":0.001726032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003693389,"about_ca_topic_score_gemma":0.0001220439,"domain_scores_codex":[0.9975266,0.001050652,0.0002716979,0.0003090226,0.0005090521,0.0003329023],"domain_scores_gemma":[0.9980845,0.001494251,0.00009364092,0.000174869,0.00004979682,0.0001029402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009920158,0.0004344982,0.8968859,0.00006296057,0.000003736812,4.645622e-7,0.01817062,0.000003133045,0.0001824862,0.001597335,0.00007751403,0.08257137],"study_design_scores_gemma":[0.0002672118,0.0001362649,0.4981105,0.00007563501,0.00000562191,4.609664e-7,0.4855976,0.00002141734,0.0001964041,0.003339945,0.01211934,0.0001295114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821792,0.0001656195,0.00007491546,0.0154605,0.00003882189,0.0009097775,0.000001557403,0.00001093947,0.001158698],"genre_scores_gemma":[0.9968063,0.0001790148,0.0007672532,0.00003807236,0.00002586279,0.0002690503,0.000003895956,0.000009331825,0.001901237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.467427,"threshold_uncertainty_score":0.5583324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06202888470319844,"score_gpt":0.4487152372198261,"score_spread":0.3866863525166276,"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."}}