{"id":"W4323256407","doi":"10.1080/21548455.2023.2179381","title":"Representing biodiversity in science museums: perspectives from an STSE lens","year":2023,"lang":"en","type":"article","venue":"International Journal of Science Education Part B","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Toronto","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Biodiversity; Lens (geology); Through-the-lens metering; Sociology; Visual arts; Optics; Art; Ecology; Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002686222,0.00007687228,0.00009462512,0.001556207,0.000296947,0.0002291357,0.001468618,0.00002903523,0.0006259187],"category_scores_gemma":[0.000798932,0.00007058922,0.0000388449,0.002152344,0.001316712,0.002966995,0.00009776469,0.0001754814,0.000316623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062862,"about_ca_system_score_gemma":0.002258532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008775056,"about_ca_topic_score_gemma":0.00005208876,"domain_scores_codex":[0.9978461,0.00005636016,0.0003329267,0.0003853458,0.001104117,0.00027518],"domain_scores_gemma":[0.9980072,0.0001139067,0.0003432027,0.0001842397,0.001194774,0.0001566921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075254,0.001108597,0.7775658,0.000001357906,0.00002081349,0.00003835568,0.1430031,0.0001643039,0.03655087,0.01404432,0.01352915,0.01386586],"study_design_scores_gemma":[0.0001497329,0.00005042581,0.8842547,0.00003439365,0.000003788663,0.00004363587,0.1100406,0.0001262493,0.0007287483,0.001100451,0.003375051,0.00009225092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801905,0.00004920693,0.00002248888,0.005594214,0.01071796,0.00005631701,0.00001410248,0.00001790138,0.003337365],"genre_scores_gemma":[0.9983908,0.0000378577,0.0002777264,0.00020748,0.0007394065,0.000002187091,0.000007212414,0.000002198972,0.0003351331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066889,"threshold_uncertainty_score":0.6853371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07451160373401271,"score_gpt":0.4101253076375774,"score_spread":0.3356137039035647,"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."}}