{"id":"W1973562194","doi":"10.1002/tea.20275","title":"Natural pedagogical conversations in high school students' internship","year":2009,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Internship; Conversation; Natural (archaeology); Psychology; Pedagogy; Mathematics education; Science education; Medical education; Medicine","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.08929852,0.0001070789,0.0002599725,0.002981546,0.0003590193,0.0002628102,0.001549741,0.00007408292,0.0001465787],"category_scores_gemma":[0.0106342,0.00008339356,0.00005508734,0.002001595,0.0005212458,0.0006524165,0.0001293516,0.007593336,0.00003557967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012421,"about_ca_system_score_gemma":0.0003592526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003285728,"about_ca_topic_score_gemma":0.00001268045,"domain_scores_codex":[0.9911436,0.005138963,0.0006617028,0.0003133972,0.001982255,0.0007600966],"domain_scores_gemma":[0.997755,0.001232925,0.0002175027,0.0002474483,0.0003631632,0.0001839537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002812673,0.0006814635,0.8554353,0.000005712647,0.00001145077,0.0005241161,0.04355308,0.0001267443,0.008662821,0.03840753,0.0005309509,0.05177959],"study_design_scores_gemma":[0.001045791,0.0005474035,0.9777991,0.0002283085,0.000001421622,0.0001043531,0.01489724,0.0001133528,0.0000408851,0.004528672,0.0005960686,0.00009744434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882428,0.0001105991,0.001296325,0.003519561,0.0007550943,0.0001164138,2.241898e-7,0.00001347734,0.005945476],"genre_scores_gemma":[0.9928071,0.000003097946,0.005835743,0.0002017193,0.0002678217,0.000001928083,2.249836e-7,0.000005949056,0.0008764552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223638,"threshold_uncertainty_score":0.9976996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3304474416214984,"score_gpt":0.6241920804576232,"score_spread":0.2937446388361248,"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."}}