{"id":"W2031211454","doi":"10.1021/ed1010618","title":"Zotero: A Reference Manager for Everyone","year":2011,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Synchronizing; World Wide Web; Citation; Microsoft Office; Open source; Word (group theory); Multimedia; Software engineering; Programming language; Software; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.002150819,0.00005449965,0.0001302935,0.0001880832,0.00003071215,0.0001142318,0.000671637,0.00002996298,0.0002748862],"category_scores_gemma":[0.002468533,0.0000375919,0.00008241588,0.0002849567,0.00003324138,0.0002904517,0.00007453959,0.00008057785,0.00006079064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003428872,"about_ca_system_score_gemma":0.000120569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005799205,"about_ca_topic_score_gemma":3.327962e-7,"domain_scores_codex":[0.9985592,0.00002871845,0.0005511466,0.0001866369,0.0005668369,0.0001074092],"domain_scores_gemma":[0.9982601,0.0002492096,0.0004479061,0.000354431,0.0005941257,0.0000942675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001119438,0.0004278557,0.0006816159,0.00001082373,0.00001967746,9.909966e-7,0.0009178612,0.000002577082,0.007049598,0.00192739,0.7754647,0.213385],"study_design_scores_gemma":[0.0008956969,0.0002381987,0.02249731,0.0001423687,0.0001011019,0.00007760071,0.002811502,0.0008431617,0.0481752,0.2447256,0.679157,0.0003352752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181738,0.0002324166,0.0621804,0.0008566821,0.003908664,0.000162645,0.000003861475,0.00001284114,0.01446868],"genre_scores_gemma":[0.970808,0.000002416898,0.02484306,0.0002782254,0.0002452504,0.00000274725,0.000002801619,0.000003496476,0.003814007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427982,"threshold_uncertainty_score":0.3009811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3345213158783868,"score_gpt":0.4376657717978724,"score_spread":0.1031444559194856,"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."}}