{"id":"W3084045148","doi":"10.3390/su12187359","title":"An Ecological Perspective on University Students’ Sustainable Language Learning during the Transition from High School to University in China","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Curriculum; Thematic analysis; Mathematics education; Perspective (graphical); China; Promotion (chess); Sustainable development; Pedagogy; Sociology; Psychology; Ecology; Geography; Qualitative research; Political science; Computer science; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.00208991,0.000278336,0.000332109,0.001667451,0.003503492,0.002119023,0.0006377241,0.000422027,0.0008368766],"category_scores_gemma":[0.001432406,0.0001901809,0.0003098829,0.001716321,0.002534348,0.001170766,0.002397844,0.0005143662,0.00004726001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003929007,"about_ca_system_score_gemma":0.004563403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04077795,"about_ca_topic_score_gemma":0.09925193,"domain_scores_codex":[0.9989026,0.0004230182,0.00005269119,0.0001255501,0.000188969,0.0003072757],"domain_scores_gemma":[0.9989956,0.0002825763,0.000222126,0.00005314086,0.0001696644,0.0002768382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001240666,0.0004870403,0.56447,0.000146217,0.00004097584,0.0008581578,0.4000428,0.0003731258,0.0033784,0.002098087,0.0003226969,0.0276584],"study_design_scores_gemma":[0.000004995743,0.0001872059,0.6517852,0.00004653755,0.00001959056,0.00009653431,0.3442453,0.0004661931,0.0007025484,0.0005257981,0.001889359,0.00003076314],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999329,0.00004144317,0.00005813849,0.00007066138,0.000001475109,0.000007335448,0.00000910259,8.178513e-7,0.000482249],"genre_scores_gemma":[0.9996661,0.00004337887,0.00008360778,0.00002043248,0.000001061316,0.000009278906,0.00001223386,5.967666e-7,0.0001634374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077795,"threshold_uncertainty_score":0.08108121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008590210336887023,"score_gpt":0.321729464393437,"score_spread":0.31313925405655,"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."}}