{"id":"W2094922081","doi":"10.1002/sce.20274","title":"Students' inventory of social actors concerned by the controversy surrounding cellular telephones: A case study","year":2008,"lang":"en","type":"article","venue":"Science Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Government (linguistics); Ethnography; Public relations; Sociology; Relevance (law); Representation (politics); Process (computing); Subject (documents); Political science; Law; Computer science; Politics; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004131256,0.0005792351,0.0004913393,0.002148792,0.02122676,0.005633445,0.001875697,0.002899328,0.003841011],"category_scores_gemma":[0.005504618,0.0004077282,0.0003326005,0.002100617,0.008321545,0.001758985,0.003407554,0.002694778,0.0003443506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01465704,"about_ca_system_score_gemma":0.008286197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1819937,"about_ca_topic_score_gemma":0.34594,"domain_scores_codex":[0.995675,0.002346107,0.00009689207,0.0002925279,0.0005473888,0.001042076],"domain_scores_gemma":[0.9937278,0.002904328,0.0008874673,0.0002127748,0.0009002878,0.001367203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004627186,0.0002194158,0.02368161,0.00003195374,0.000003909988,0.002709398,0.964191,0.00005215904,0.000833064,0.001675856,0.0007049863,0.005850461],"study_design_scores_gemma":[0.000004629357,0.00005532803,0.00534587,0.00001983357,0.000003728615,0.0003298928,0.9873586,0.0001467932,0.0002875256,0.0001247499,0.006313943,0.00000901835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961095,0.0000579308,0.0003143535,0.0005654622,0.00001038607,0.0000567919,0.00001706888,0.000004709496,0.002863771],"genre_scores_gemma":[0.997138,0.0001039934,0.0003193548,0.0001488485,0.00001008614,0.00003512971,0.00001939732,0.000003694235,0.002221372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9787732,"threshold_uncertainty_score":0.3618687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07593601771687164,"score_gpt":0.4298023024891898,"score_spread":0.3538662847723181,"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."}}