{"id":"W7098778665","doi":"","title":"Innovative Teaching Techniques and U.S.-Developed Materials. Physics Virtual Bookshelf","year":2005,"lang":"en","type":"article","venue":"","topic":"Bioactive Natural Diterpenoids Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics education; Virtual lab; Computer aided instruction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920986,0.0004882884,0.0001506326,0.001710914,0.0009015413,0.00181191,0.0009847597,0.0007546354,0.04039598],"category_scores_gemma":[0.001634293,0.000168582,0.0002652948,0.001413876,0.0008192698,0.001193862,0.001566115,0.0008422811,0.005928998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497105,"about_ca_system_score_gemma":0.001466182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364879,"about_ca_topic_score_gemma":0.006225631,"domain_scores_codex":[0.9994652,0.00008904588,0.00002218813,0.00008303512,0.0002953823,0.00004522875],"domain_scores_gemma":[0.9991502,0.0002446929,0.0001218293,0.000087548,0.0001304221,0.0002653726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072231,0.0008491778,0.0021706,0.0005933158,0.00001051511,0.0003403243,0.001389617,0.0007486357,0.01198607,0.04248273,0.08767092,0.8516508],"study_design_scores_gemma":[0.00006549103,0.000458768,0.007903196,0.0003746353,0.00002998469,0.001541128,0.0008222547,0.001533251,0.02187225,0.01358692,0.9517601,0.00005196477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1720119,0.02995097,0.1667653,0.01866712,0.003318681,0.001010248,0.00161576,0.008518577,0.5981414],"genre_scores_gemma":[0.3927404,0.01326916,0.3022087,0.002547831,0.000775855,0.0009815366,0.001220494,0.0007542681,0.2855018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04039598,"threshold_uncertainty_score":0.135138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374460371479408,"score_gpt":0.3060336532071778,"score_spread":0.2922890494923837,"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."}}