{"id":"W4390142562","doi":"10.18733/cpi29706","title":"The Wonder Test","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Science Education and Perceptions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wonder; Poetry; Natural (archaeology); Test (biology); Art; Art history; Literature; History; Philosophy; Epistemology; Archaeology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["insufficient_payload"],"category_scores_codex":[0.0001642072,0.00005998297,0.00004808334,0.0000163501,0.0005060288,0.00009384412,0.000118225,0.00005104946,0.002932343],"category_scores_gemma":[0.00008414359,0.00002786665,0.00003077856,0.0002668476,0.0004157724,0.00005940173,0.00003351184,0.0001055532,0.004030947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004727254,"about_ca_system_score_gemma":0.000008035577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624006,"about_ca_topic_score_gemma":0.000009809267,"domain_scores_codex":[0.9994261,0.00003723307,0.0000907503,0.0001596429,0.00008632162,0.0001999169],"domain_scores_gemma":[0.9994517,0.0002928941,0.00001601563,0.0001149699,0.00003226036,0.00009217121],"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":[0.000008858202,0.0000582828,0.01263225,0.000001982183,0.000008654948,0.000004320537,0.06445146,9.070928e-7,0.0008920805,0.03749865,0.8317527,0.05268991],"study_design_scores_gemma":[0.00008002891,0.00003012767,0.431993,0.000001741765,0.000003041054,0.00002696557,0.07977577,0.00001208663,0.000002611959,0.0009903271,0.4870134,0.00007082381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600206,0.0002316696,0.000005072991,0.0125383,0.001899149,0.00006496868,0.000003277464,0.0001162296,0.02512071],"genre_scores_gemma":[0.86325,0.0001762001,0.000008735276,0.0007185191,0.0007336165,0.00003301684,0.00001188071,0.000002767936,0.1350653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4193608,"threshold_uncertainty_score":0.9979791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8528393171763062,"score_gpt":0.594761515190364,"score_spread":0.2580778019859422,"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."}}