{"id":"W1997101122","doi":"10.1002/sce.20322","title":"Translations of scientific practice to “students' images of science”","year":2008,"lang":"en","type":"article","venue":"Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Internship; Science education; Curriculum; Mathematics education; Point (geometry); Nature of Science; Philosophy of science; Sociocultural evolution; Sociology; Psychology; Epistemology; Pedagogy; Medical education; Mathematics; Philosophy; Anthropology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008315905,0.00007717949,0.0001184047,0.001296012,0.003727693,0.0002037567,0.001700405,0.0000304667,0.0002239064],"category_scores_gemma":[0.007199167,0.00007765282,0.00003999424,0.01095422,0.01706239,0.002578687,0.00006366205,0.00008456371,0.00006247635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061441,"about_ca_system_score_gemma":0.03049561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087921,"about_ca_topic_score_gemma":0.0002006302,"domain_scores_codex":[0.9959776,0.0001194377,0.0003403111,0.0004748881,0.002662642,0.0004250851],"domain_scores_gemma":[0.9959119,0.0002269034,0.0002371158,0.0004410986,0.002809196,0.0003737865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001668676,0.001708336,0.05074226,0.0000125458,0.000003634541,2.383853e-7,0.576174,0.00006549592,0.188346,0.1423523,0.005541876,0.0350366],"study_design_scores_gemma":[0.0002164692,0.0001579882,0.4695572,0.00007596135,0.00002620462,0.00001394749,0.3051085,0.00002264489,0.1175387,0.002745344,0.1041294,0.0004076152],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927027,0.00005132592,0.0003025176,0.007231201,0.004279337,0.0003715657,0.000004564068,0.00002194887,0.06071053],"genre_scores_gemma":[0.9895207,0.00002284699,0.007008658,0.0002026467,0.0001297525,0.00001429863,0.000001401782,0.000003445961,0.003096271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418815,"threshold_uncertainty_score":0.9975693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07637427313264532,"score_gpt":0.4980064564590428,"score_spread":0.4216321833263975,"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."}}