{"id":"W4386254224","doi":"10.46328/ijres.3211","title":"Biodiversity and Science, Technology, Society and Environment (STSE): Visitor Perceptions at a Science and Natural History Museum","year":2023,"lang":"en","type":"article","venue":"International Journal of Research in Education and Science","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Visitor pattern; Assertion; Context (archaeology); Psychology; Perception; Perspective (graphical); Social psychology; Sociology; Pedagogy; Geography; Visual arts; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005464928,0.00006417657,0.00007474179,0.002648783,0.0008096949,0.0001744115,0.0005914338,0.00003673438,0.00006353663],"category_scores_gemma":[0.0003777626,0.00005474121,0.00001209938,0.001820966,0.01115794,0.0009483424,0.0004523615,0.0002926324,0.00001846431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009383248,"about_ca_system_score_gemma":0.001506808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000938052,"about_ca_topic_score_gemma":0.000008974784,"domain_scores_codex":[0.9977917,0.00003694332,0.0001645918,0.0003828448,0.001311688,0.000312202],"domain_scores_gemma":[0.9987668,0.000119996,0.00009152104,0.00009479302,0.0006947848,0.0002320873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008456923,0.0003447249,0.7064871,0.00001657641,0.00001222158,0.00001750972,0.03704439,0.000002774339,0.1617405,0.01094492,0.01437687,0.06892785],"study_design_scores_gemma":[0.0001997894,0.0001003701,0.959787,0.00003680998,0.00000216392,0.0003692959,0.02601843,0.0004369514,0.0001515931,0.0007502467,0.01206971,0.00007763225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838212,0.0008137799,0.000003454404,0.01323411,0.001595688,0.00008478561,0.000003953298,0.000007046499,0.0004359605],"genre_scores_gemma":[0.9975482,0.001283372,0.0004203855,0.0001228042,0.00008963884,0.00000430317,6.763378e-7,0.000001366641,0.0005292405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2532999,"threshold_uncertainty_score":0.9915331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05841647641926324,"score_gpt":0.4081763116790961,"score_spread":0.3497598352598329,"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."}}