{"id":"W4396234229","doi":"10.1525/collabra.115301","title":"The Role of Nature Cues and Nature Relatedness in Academic Motivation and Engagement","year":2024,"lang":"en","type":"article","venue":"Collabra Psychology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Student engagement; Social psychology; Self-determination theory; Cognitive psychology; Pedagogy; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315954,0.00006708633,0.00006513245,0.00003098767,0.00007166394,0.00001262768,0.00009255185,0.0002755348,0.0001289076],"category_scores_gemma":[0.0001124993,0.00004946592,0.000009770844,0.0002199838,0.0003223075,0.0000880857,0.00009241017,0.0007072634,0.000005868581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008198696,"about_ca_system_score_gemma":0.000007295322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300827,"about_ca_topic_score_gemma":0.00002512595,"domain_scores_codex":[0.9993012,0.0001075841,0.0001393696,0.0002483289,0.000088287,0.0001152577],"domain_scores_gemma":[0.9996519,0.0001508551,0.00002480883,0.0001383382,0.00000263759,0.0000314498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004491087,0.00006426508,0.8703499,0.00002494556,0.00001204824,0.000003040192,0.00421891,0.00001662926,0.006296636,0.008185866,0.002503962,0.1082789],"study_design_scores_gemma":[0.0001134958,0.00002696492,0.8859204,0.000008700928,0.000003594098,0.000005467284,0.001570047,0.0001182393,0.0003031293,0.0142758,0.09760326,0.00005086585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982861,0.007799429,0.000002506887,0.004734031,0.0002260683,0.0002009195,0.000002095797,0.0000114177,0.004162529],"genre_scores_gemma":[0.9979762,0.001102218,0.00004263044,0.0004133497,0.00001162577,0.00001864644,0.000002149296,0.000005411875,0.0004277937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108228,"threshold_uncertainty_score":0.3072747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007009460283088778,"score_gpt":0.3140933517422181,"score_spread":0.3070838914591293,"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."}}