{"id":"W2891036247","doi":"10.11575/prism/32916","title":"Understanding Best Practices in Exhibit Design to Improve Learning of Evolutionary Biology in Non-formal Education Facilities in Alberta","year":2018,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Mathematics education; Evolutionary biology; Engineering ethics; Engineering; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004500648,0.0001322712,0.0002666098,0.0009114689,0.00007207182,0.000004861548,0.0002404713,0.0003221648,0.0003305264],"category_scores_gemma":[0.000176562,0.0001679535,0.00003869893,0.0003968135,0.00009187904,0.0003983598,0.00003212582,0.0003319302,0.00004737787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758483,"about_ca_system_score_gemma":0.0004824502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09751789,"about_ca_topic_score_gemma":0.009913613,"domain_scores_codex":[0.9988585,0.0001892125,0.0002470478,0.0003388273,0.0001184361,0.0002480285],"domain_scores_gemma":[0.9989493,0.0002965127,0.0005329152,0.0001167315,0.00005680187,0.00004766172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006195952,0.002015766,0.3153217,0.0007383318,0.00009386077,0.00002096514,0.4818133,0.00003806224,0.007468652,0.01904054,0.002997549,0.1642553],"study_design_scores_gemma":[0.001071198,0.001391714,0.7352762,0.0007757443,0.00004998442,0.000005626844,0.2502216,0.00482367,0.000171777,0.002828612,0.002803714,0.0005801703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945672,0.0001161374,0.01614128,0.0001554041,0.0006741924,0.0004830928,0.000001902583,0.000005082367,0.03675096],"genre_scores_gemma":[0.9709798,0.00004656595,0.00395282,0.000008255945,0.00002053576,0.000004587635,0.0002524508,0.000007212078,0.02472776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4199544,"threshold_uncertainty_score":0.9084918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723176716772747,"score_gpt":0.3053946347622041,"score_spread":0.2381628675944766,"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."}}