{"id":"W4205273260","doi":"10.1007/s42330-021-00167-1","title":"Newsround","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007680983,0.00003995398,0.00009261916,0.0007677687,0.0006816958,0.00009149315,0.0004454009,0.0000961718,0.0001016011],"category_scores_gemma":[0.002058192,0.00003946977,0.00001373432,0.001358204,0.00302565,0.0001792927,0.00002312235,0.0001593916,0.0000060896],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303807,"about_ca_system_score_gemma":0.01273487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007769004,"about_ca_topic_score_gemma":0.01569065,"domain_scores_codex":[0.9994091,0.00001423031,0.0001828482,0.00007663028,0.0001313386,0.0001857937],"domain_scores_gemma":[0.9984946,0.00004328208,0.0001518074,0.0002005361,0.000856865,0.0002529104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.580389e-8,0.00002712011,0.002003069,0.000003474637,0.000002749236,0.00000305364,0.004747298,5.836987e-8,0.0008264326,0.9356642,0.0003906619,0.05633177],"study_design_scores_gemma":[0.0001541418,0.00003564803,0.0009532858,0.0001044509,0.00002117348,0.0003903366,0.1554563,0.00006390235,0.003165372,0.4994279,0.3400732,0.0001544232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671564,0.002327608,0.0004751468,0.0772926,0.001014349,0.0001007932,8.111971e-7,0.00002682077,0.05160543],"genre_scores_gemma":[0.9677695,0.000244818,0.03130548,0.0001233087,0.00003708357,0.000002030676,2.470729e-7,0.000002855735,0.0005147051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4362364,"threshold_uncertainty_score":0.9996876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167490282926096,"score_gpt":0.3243837559074567,"score_spread":0.3027088530781958,"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."}}