{"id":"W4387105283","doi":"10.1515/cti-2023-0013","title":"Conservation Science Education Online (CSEO) – A heritage science resource","year":2023,"lang":"en","type":"article","venue":"Chemistry Teacher International","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada; Queen's University","funders":"","keywords":"Terminology; Resource (disambiguation); Curriculum; Cultural heritage; Engineering ethics; Science education; Sociology; Computer science; Mathematics education; Political science; Pedagogy; Engineering; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005097729,0.0001050389,0.00007931957,0.0001577596,0.0005957011,0.0003398191,0.0005842941,0.00002408606,0.001856736],"category_scores_gemma":[0.0003946773,0.0001036566,0.00003798986,0.0003122532,0.001351723,0.0004359001,0.0002014717,0.0001277616,0.00005183623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040016,"about_ca_system_score_gemma":0.000609638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131872,"about_ca_topic_score_gemma":0.00005336082,"domain_scores_codex":[0.9987159,0.000005925577,0.0002115829,0.000320284,0.0005436996,0.0002026195],"domain_scores_gemma":[0.9989793,0.00002788006,0.00009779035,0.0002123827,0.0006227252,0.00005991814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005275816,0.001053647,0.0162576,0.0001229001,0.00007308037,0.000008169072,0.03285347,0.000009383785,0.2069848,0.2120643,0.4833167,0.04720315],"study_design_scores_gemma":[0.0001308229,0.000009003599,0.006898149,0.00004936776,0.00000569915,0.000004482972,0.009385055,0.00177141,0.009515675,0.001492119,0.9705518,0.0001864078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6905845,0.00002632372,0.00001064849,0.007439147,0.0004305718,0.00008458199,0.00003472501,0.0003567217,0.3010328],"genre_scores_gemma":[0.8739994,0.00001216026,0.0001911813,0.0007538465,0.0006674288,0.00003616806,0.0001479951,0.00001097733,0.1241809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487235,"threshold_uncertainty_score":0.9990557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163399654168457,"score_gpt":0.3105529166203349,"score_spread":0.2589189200786504,"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."}}