{"id":"W4315498569","doi":"10.3389/feduc.2022.1065228","title":"An international study of high school teachers’ experience of incorporating water resources in their teaching","year":2023,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Woosong University","keywords":"Realm; Resource (disambiguation); Psychology; Focus group; Discipline; Qualitative research; Pedagogy; Mathematics education; Sociology; Computer science; Social science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768735,0.00007988405,0.0001195402,0.0001826051,0.00004312958,0.00001172346,0.0002939441,0.00003717473,0.0002111772],"category_scores_gemma":[0.0001129809,0.0000688168,0.00001541345,0.0002305162,0.0001133437,0.000441524,0.0000902718,0.0001422711,0.000006416354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867808,"about_ca_system_score_gemma":0.00002119651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004435895,"about_ca_topic_score_gemma":0.0002097555,"domain_scores_codex":[0.9988818,0.0001989542,0.0003320982,0.0002505915,0.0002080235,0.0001285221],"domain_scores_gemma":[0.9995776,0.00001510566,0.00009961068,0.0002561463,0.000005797323,0.00004575788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001056392,0.001057307,0.8315796,0.00000357229,0.000001957539,1.932229e-7,0.149565,0.002238263,0.002160388,0.000005217111,0.0001425571,0.01323543],"study_design_scores_gemma":[0.0001408562,0.0000438473,0.6971223,0.000008887792,9.405765e-7,1.349127e-7,0.3006408,0.000430613,0.0007532653,0.0006452295,0.0001615028,0.00005169477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983582,0.000005429795,0.00004165735,0.0001368037,0.0005296908,0.0002923914,0.000001013465,0.00001228285,0.0006225421],"genre_scores_gemma":[0.9978922,0.000003694577,0.001763576,0.00002776988,0.00002184558,0.00007899232,0.00002090251,0.000007421001,0.0001835809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1510758,"threshold_uncertainty_score":0.6705776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007507118168858508,"score_gpt":0.2725966359008521,"score_spread":0.2650895177319936,"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."}}