{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006471336,0.0004453901,0.0009320803,0.001368043,0.008763785,0.004404661,0.001066884,0.001356156,0.00296898],"category_scores_gemma":[0.01444187,0.0008181136,0.0004159214,0.001859585,0.00712523,0.003373145,0.003509445,0.002452458,0.0004863553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044207,"about_ca_system_score_gemma":0.003780745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093726,"about_ca_topic_score_gemma":0.02823458,"domain_scores_codex":[0.9943137,0.003455065,0.0002358228,0.0004095417,0.0005674593,0.00101837],"domain_scores_gemma":[0.9852648,0.00976772,0.001257212,0.000464043,0.001420287,0.001825992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002146727,0.00004926596,0.004740189,0.00007843758,0.000003121339,0.0004428485,0.9905952,0.0000161223,0.0007131753,0.0002907669,0.0001970483,0.002852314],"study_design_scores_gemma":[0.00000284889,0.00004367669,0.002995568,0.00006184569,0.000003489265,0.0001645426,0.9908717,0.00001997528,0.0002314563,0.00005535565,0.005541534,0.00000799465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921613,0.0003297595,0.001513616,0.0007337352,0.00004791372,0.00007096697,0.0000566802,0.000017281,0.005068677],"genre_scores_gemma":[0.9954287,0.0003755076,0.0005145068,0.0002576993,0.00001284235,0.00007051365,0.00002953935,0.0000216428,0.003289044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01093726,"threshold_uncertainty_score":0.03422409,"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."}}