{"id":"W7033114716","doi":"","title":"Physics 100 survey data, 2015-2016","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Physics education","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":[0.001095952,0.0004637283,0.0005349883,0.004782134,0.0006513819,0.0009685659,0.001116666,0.0006658153,0.02793005],"category_scores_gemma":[0.007005122,0.0004188364,0.0003960516,0.01295079,0.0002459452,0.000880282,0.001403603,0.0006270999,0.0176426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286798,"about_ca_system_score_gemma":0.004736706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4412805,"about_ca_topic_score_gemma":0.4820177,"domain_scores_codex":[0.9985636,0.0001214587,0.0001541033,0.0002310368,0.0006619198,0.0002677575],"domain_scores_gemma":[0.994408,0.0005717703,0.001129173,0.0004216394,0.002586388,0.00088315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002138403,0.0001419067,0.1732235,0.000875239,0.0001376328,0.00009214057,0.0004965928,0.001429292,0.0002926421,0.001492658,0.7971595,0.02444513],"study_design_scores_gemma":[0.00007950171,0.00002714792,0.5724416,0.0001911721,0.00004756586,0.0001458222,0.0008560478,0.0005335571,0.0003526101,0.0003371759,0.4249528,0.00003498924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03499184,0.000510968,0.0005518976,0.0004545654,0.00005994261,0.00006094501,0.9450141,0.0003299895,0.01802579],"genre_scores_gemma":[0.08287356,0.0007893044,0.0005714091,0.0003970371,0.00004520276,0.0002230731,0.8831977,0.0001664847,0.03173626],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4412805,"threshold_uncertainty_score":0.8774239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05088908391027969,"score_gpt":0.2438514392800719,"score_spread":0.1929623553697922,"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."}}