{"id":"W3010824325","doi":"","title":"Cross-Curricular Science","year":2018,"lang":"en","type":"article","venue":"","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mathematics education; Engineering ethics; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001574694,0.00003452411,0.0000280322,0.000008961186,0.0005517828,0.0000972804,0.0001878509,0.000009763845,0.003762378],"category_scores_gemma":[0.00009905967,0.00001015724,0.00001218471,0.0009715838,0.0006550836,0.0001922136,0.00008264158,0.00001691726,0.0007831273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674064,"about_ca_system_score_gemma":0.00001105014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008217743,"about_ca_topic_score_gemma":0.0000384937,"domain_scores_codex":[0.9995136,0.000002731656,0.00005870923,0.0001374722,0.0001636481,0.0001238319],"domain_scores_gemma":[0.999411,0.00002391985,0.00001612133,0.00002425124,0.0004981891,0.0000264888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000005674626,0.0001442575,0.2857828,8.756261e-7,0.000008380469,5.863747e-7,0.0001151589,4.648546e-7,0.3371619,0.3079802,0.01854744,0.05025224],"study_design_scores_gemma":[0.00001505762,0.00005964526,0.8750298,0.000001244649,7.857863e-7,0.000001129437,0.0002126202,0.00001022648,0.01035631,0.001044942,0.1132104,0.00005783804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825287,0.000004874474,0.000002080327,0.001118079,0.0002435353,0.00003041869,0.00000253774,0.00003888176,0.1160308],"genre_scores_gemma":[0.9955934,7.895825e-7,0.000324457,0.000440171,0.0003428849,0.000003625588,0.000002680923,7.659116e-8,0.003291938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.589247,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053500842171292,"score_gpt":0.3166603346768908,"score_spread":0.2761253262551778,"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."}}