{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004823577,0.0003415856,0.0003114924,0.001570357,0.001909525,0.004781472,0.0007405473,0.0008731905,0.005609547],"category_scores_gemma":[0.03151513,0.0002525727,0.0003053116,0.002120584,0.01131331,0.002908834,0.004028173,0.002481943,0.0003635906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511974,"about_ca_system_score_gemma":0.001906537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600718,"about_ca_topic_score_gemma":0.00263325,"domain_scores_codex":[0.9932227,0.004047087,0.0003196035,0.0004664622,0.00159429,0.0003498945],"domain_scores_gemma":[0.9735391,0.01569135,0.004428468,0.002594677,0.003032209,0.0007142271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001004513,0.00008895595,0.02170807,0.0002050308,0.00001615725,0.0002469484,0.9006621,0.0002039534,0.003634888,0.05321769,0.0007933482,0.01912243],"study_design_scores_gemma":[0.0000401447,0.0001963649,0.1113389,0.0003149265,0.00003256776,0.0003908383,0.7978431,0.002006392,0.008788359,0.0390057,0.0399642,0.00007846066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673318,0.0001042952,0.004618135,0.0009702924,0.0000404751,0.00004277163,0.00005549845,0.00002498064,0.02681186],"genre_scores_gemma":[0.9984543,0.00004280658,0.0006125484,0.00004663959,0.000005477047,0.00002283342,0.00002128136,0.00001351848,0.0007805458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980904,"threshold_uncertainty_score":0.02550983,"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."}}