{"id":"W1991504021","doi":"10.1007/s11165-011-9212-y","title":"The Challenges of Science Inquiry Teaching for Pre-Service Teachers in Elementary Classrooms: Difficulties on and under the Scene","year":2011,"lang":"en","type":"article","venue":"Research in Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Curiosity; Conceptualization; Mathematics education; Science education; Context (archaeology); Psychology; Teaching method; Teacher education; Pedagogy; Computer science","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.03727569,0.00006929127,0.00007434066,0.0006016909,0.003174188,0.0001987025,0.001493517,0.00003701061,0.00001365775],"category_scores_gemma":[0.002836356,0.00004355231,0.00001365625,0.002321761,0.01118919,0.0009374425,0.0001262843,0.0003686777,0.000002234351],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118202,"about_ca_system_score_gemma":0.006153222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009672469,"about_ca_topic_score_gemma":0.02359463,"domain_scores_codex":[0.9967633,0.000600785,0.0002275325,0.0004069404,0.00133502,0.0006663915],"domain_scores_gemma":[0.9977318,0.001290196,0.00008414149,0.0003379048,0.0004197356,0.0001361887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001905983,0.0002512015,0.00955112,0.000009072241,7.586926e-7,2.4631e-8,0.5895707,0.00001028287,0.0006966587,0.2793773,0.0001987868,0.1203151],"study_design_scores_gemma":[0.00006822261,0.00005749504,0.2669054,0.00005098448,5.966174e-7,2.060695e-7,0.7152203,0.0001140628,0.0002272356,0.01576969,0.001536595,0.00004911911],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957492,0.0003731969,0.00001046293,0.03317124,0.000932306,0.0006657561,4.018536e-7,0.000006676163,0.007347939],"genre_scores_gemma":[0.9984823,0.0004715404,0.0003373216,0.000182972,0.0001549269,0.0001454859,2.749908e-7,0.000003376616,0.0002217504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2636076,"threshold_uncertainty_score":0.999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4211701940826973,"score_gpt":0.5511727144910923,"score_spread":0.1300025204083949,"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."}}