{"id":"W2010055533","doi":"10.1080/14926150109556481","title":"STS in a time of economic change: What's love got to do with it?<sup>1</sup>","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Variety (cybernetics); Context (archaeology); Science education; Public relations; Sociology; Engineering ethics; Pedagogy; Political science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005089739,0.0003217033,0.0005710182,0.001137542,0.00965815,0.01772028,0.001370874,0.00601883,0.03111852],"category_scores_gemma":[0.0153399,0.0002275514,0.0004607895,0.003095112,0.01705536,0.01151043,0.005879229,0.01073387,0.004923118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105405,"about_ca_system_score_gemma":0.01352061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0413698,"about_ca_topic_score_gemma":0.07331578,"domain_scores_codex":[0.9952837,0.001971437,0.0001514897,0.0002239828,0.0007948888,0.00157453],"domain_scores_gemma":[0.9907432,0.001863356,0.000708819,0.0003186099,0.001623366,0.004742557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002825275,0.0002008802,0.02456229,0.0003521554,0.00004952323,0.002284878,0.2371254,0.0002539232,0.0003707734,0.2918113,0.3437045,0.09900181],"study_design_scores_gemma":[0.00001951584,0.00005697099,0.01468031,0.0005172868,0.00002850279,0.0005429534,0.4216638,0.00008642836,0.0001822715,0.02902993,0.5331457,0.00004634462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0804514,0.005894538,0.0007348104,0.7800273,0.0109932,0.00001769018,0.0001967554,0.00004636557,0.121638],"genre_scores_gemma":[0.8436335,0.009061972,0.0004243254,0.06414692,0.004615329,0.0000523643,0.0002317072,0.0001877421,0.0776462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9903418,"threshold_uncertainty_score":0.1041018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278660419248251,"score_gpt":0.3344194054511045,"score_spread":0.301632801258622,"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."}}