{"id":"W4402065596","doi":"10.1080/13540602.2024.2389382","title":"‘Not else <i>where</i> specified’: a case study of preservice teachers’ perceptions and practices of outdoor learning","year":2024,"lang":"en","type":"article","venue":"Teachers and Teaching","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of Northern British Columbia","funders":"University of British Columbia","keywords":"Mathematics education; Perception; Pedagogy; Psychology; Teacher education; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001055643,0.0001729735,0.000259826,0.000149794,0.000233342,0.00009842395,0.00009685281,0.0001062302,0.0003919674],"category_scores_gemma":[0.000147339,0.0001591956,0.00005330809,0.00008969208,0.00008488532,0.0002713265,0.00008332043,0.0007876267,0.000008461918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000235118,"about_ca_system_score_gemma":0.00002453515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017426,"about_ca_topic_score_gemma":0.0007162105,"domain_scores_codex":[0.9982896,0.0005642386,0.0003558369,0.0004254363,0.0001591742,0.0002056555],"domain_scores_gemma":[0.999096,0.0002856044,0.0002363532,0.0002566769,0.00002994905,0.00009546911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005775561,0.0007619179,0.05157111,0.0001063879,0.0002091869,0.0001280738,0.8908404,0.000007024329,0.002515716,0.000696644,0.0008144695,0.05229129],"study_design_scores_gemma":[0.0006898599,0.0005557686,0.01921787,0.00008471436,0.0002675357,0.0005798269,0.9673011,0.0002255003,0.00002219198,0.00003243846,0.01081941,0.0002038409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987177,0.001652812,0.00007833296,0.0003323219,0.0003717529,0.0003088395,0.000004444894,0.00008372754,0.009990793],"genre_scores_gemma":[0.996273,0.00003226498,0.0003017981,0.00002070159,0.0002017208,0.00003117864,0.000004554939,0.00003261684,0.00310218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07646062,"threshold_uncertainty_score":0.9863505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220473088722224,"score_gpt":0.4109047044031532,"score_spread":0.358699973515931,"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."}}