{"id":"W2010595868","doi":"10.1080/14926150903574213","title":"Environmental Education and STEM Education: New Times, New Alliances?/Formation environnementale et formation en sciences, technologies, ingénierie et mathématiques: temps nouveaux et alliances nouvelles?","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003938413,0.0003210662,0.0003485074,0.001179682,0.00132522,0.0006196445,0.0009091412,0.0004424516,0.0001837203],"category_scores_gemma":[0.0007545164,0.0003200707,0.00005361182,0.001470485,0.004380087,0.003903898,0.00009552074,0.0008005057,0.0000207421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006828631,"about_ca_system_score_gemma":0.04175527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212611,"about_ca_topic_score_gemma":0.007507117,"domain_scores_codex":[0.9974564,0.0001403113,0.0008697839,0.0004208943,0.000569801,0.000542781],"domain_scores_gemma":[0.9973425,0.0001854702,0.001217114,0.0003265977,0.0002532739,0.0006751025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001322551,0.000301223,0.0008517889,0.0001164088,0.000009395289,4.543975e-7,0.02475874,0.000005416548,0.0016454,0.5792575,0.007389142,0.3856631],"study_design_scores_gemma":[0.0002737185,0.0002887117,0.001535114,0.00128722,0.00009638033,0.0008274832,0.2786807,0.0003313489,0.002469804,0.2845524,0.4290795,0.0005775498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7498642,0.0357535,0.004456648,0.1882864,0.007088597,0.001246644,0.00003665344,0.00007438671,0.01319298],"genre_scores_gemma":[0.5881811,0.01651792,0.3845858,0.001587646,0.0004831487,0.00005825081,0.00002696847,0.00003475441,0.008524384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216903,"threshold_uncertainty_score":0.9999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837544967980629,"score_gpt":0.3236904877878085,"score_spread":0.3053150381080021,"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."}}