{"id":"W2801407393","doi":"","title":"Why Pursue STEM When We Have STSE? A Canadian Perspective","year":2017,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Psychology; Social psychology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007732303,0.0006012935,0.0007012833,0.003509759,0.02606229,0.01780761,0.002787144,0.009707811,0.02899944],"category_scores_gemma":[0.01710178,0.0004332534,0.000823691,0.005088607,0.01337037,0.005094034,0.004592837,0.01944785,0.002052729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1268955,"about_ca_system_score_gemma":0.3158281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787498,"about_ca_topic_score_gemma":0.9942884,"domain_scores_codex":[0.9911219,0.0008507784,0.0002307294,0.000559167,0.002890308,0.004347024],"domain_scores_gemma":[0.9698203,0.003166989,0.000774901,0.0002354444,0.01197904,0.0140232],"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":[0.0001367782,0.0001765922,0.008653723,0.0004400179,0.00004485807,0.0008442017,0.01460738,0.0002517617,0.0004357222,0.2366241,0.6670933,0.07069161],"study_design_scores_gemma":[0.00006960759,0.00003842697,0.01012366,0.001573102,0.00006512753,0.000334293,0.05638979,0.0001612504,0.0001953236,0.02888276,0.9020325,0.000134118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005877082,0.01223436,0.0002632274,0.8907456,0.002502394,0.00002447133,0.0002637634,0.0000203287,0.08806873],"genre_scores_gemma":[0.3864671,0.07486452,0.00202216,0.4391401,0.002868895,0.00008387359,0.0004714595,0.0001597359,0.09392221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9739377,"threshold_uncertainty_score":0.9206955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030389249897401,"score_gpt":0.4690779963497779,"score_spread":0.3660390713600378,"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."}}