{"id":"W4384789461","doi":"10.1007/978-3-031-32225-9_2","title":"Learning and Becoming in Movement: A Conceptual Lens to Research in Science Education, Committed to Fostering Scientific Citizenship in an Uncertain World","year":2023,"lang":"en","type":"book-chapter","venue":"Contributions from science education research","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Science education; Citizenship; Sociology; Politics; Dialectic; Context (archaeology); Science studies; Epistemology; Pedagogy; Political science; Social science; Geography","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","metaepi_narrow","bibliometrics","sts","scholarly_communication"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.03509242,0.000214588,0.0003235591,0.01370089,0.00524604,0.002233656,0.001891209,0.0001631218,0.0002174632],"category_scores_gemma":[0.008424562,0.0002702178,0.0000300741,0.01528213,0.007194152,0.001055427,0.0019077,0.001386539,0.0001836097],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007237357,"about_ca_system_score_gemma":0.04261001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02276984,"about_ca_topic_score_gemma":0.2080001,"domain_scores_codex":[0.9917175,0.0006872591,0.0005601948,0.001650604,0.003649622,0.001734877],"domain_scores_gemma":[0.9926754,0.001479567,0.00008946771,0.00052554,0.004365588,0.0008644336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006587352,0.0002586419,0.1482517,0.00002213258,0.000004957016,0.00001412027,0.1374514,0.00006750863,0.003220215,0.6744073,0.00633024,0.0299059],"study_design_scores_gemma":[0.001118747,0.0002275833,0.2817886,0.003524552,0.000008385075,7.379244e-7,0.4487337,0.0003347921,0.0004070781,0.1714877,0.0909809,0.001387148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123986,0.0001942018,0.000009724419,0.0138632,0.001610942,0.003122048,0.0001021556,0.00006693669,0.1686323],"genre_scores_gemma":[0.8791978,0.00004469929,0.0002415894,0.0001478558,0.0001995066,0.0001967694,0.0001023871,0.00001825552,0.1198511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5029196,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2903668060535973,"score_gpt":0.4773035306253248,"score_spread":0.1869367245717275,"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."}}