{"id":"W3204719636","doi":"10.33423/jabe.v22i11.3733","title":"Natural and Material Environments: Towards a Culture of Science Education","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Science and Science Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technoscience; Natural (archaeology); Politics; Environmental ethics; Production (economics); Social science; Sociology; Political science; Political economy; History; Law; Economics; Philosophy; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004925939,0.00004560528,0.0001113071,0.00006094751,0.0002234072,0.0001344694,0.0001837961,0.00002758905,0.00001577323],"category_scores_gemma":[0.0000630466,0.00003691706,0.0000117412,0.000240313,0.001064832,0.0006875881,0.00003307528,0.00004629624,6.997633e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457756,"about_ca_system_score_gemma":0.0008819054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005397675,"about_ca_topic_score_gemma":0.000008121208,"domain_scores_codex":[0.9994719,0.000005194361,0.0001845876,0.0001081922,0.0001272245,0.0001029024],"domain_scores_gemma":[0.9995298,0.000006330672,0.0002407282,0.00003542718,0.00007205487,0.0001156109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003817505,0.0002839416,0.005207214,0.00009592868,0.00002589814,9.220198e-7,0.2465741,0.0003191698,0.2228852,0.1257256,0.001406793,0.3970935],"study_design_scores_gemma":[0.00175226,0.0003502863,0.3541102,0.0001208737,0.0001196352,0.00005114962,0.4087486,0.001067323,0.03702873,0.03278653,0.16291,0.0009544541],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943693,0.00006424981,0.00002216809,0.002761104,0.0006768249,0.00005338926,0.000001025552,0.000001309562,0.002050656],"genre_scores_gemma":[0.9975465,0.0007426008,0.0009903037,0.0003209471,0.0003769914,6.240252e-7,3.699677e-7,0.000001606567,0.00002004631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961391,"threshold_uncertainty_score":0.3923419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427643551422949,"score_gpt":0.2548753800089451,"score_spread":0.2405989444947156,"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."}}