{"id":"W2079863368","doi":"10.1177/1075547012443020","title":"Remote Collaboration","year":2012,"lang":"en","type":"article","venue":"Science Communication","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Division of Mathematical Sciences; Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Listing (finance); Event (particle physics); Series (stratigraphy); Computer science; History; Business; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005065889,0.0000500229,0.00004238567,0.0002058927,0.0005429745,0.002237104,0.005348884,0.00001492049,0.000006418087],"category_scores_gemma":[0.001070059,0.00004693048,0.000009315047,0.002366785,0.0002555505,0.09730525,0.00183547,0.0001016245,0.0001511634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083447,"about_ca_system_score_gemma":0.0001311036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004513109,"about_ca_topic_score_gemma":0.00001066773,"domain_scores_codex":[0.9985792,0.0001788938,0.0001223672,0.0001896501,0.0006165074,0.0003133761],"domain_scores_gemma":[0.9968418,0.0001232175,0.000105209,0.002593657,0.0002189408,0.0001171298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001052018,0.00003632243,0.0007251959,0.000002586944,0.000001490782,9.421866e-8,0.0006928479,0.000008842561,0.004479347,0.9470596,0.0006005024,0.04639207],"study_design_scores_gemma":[0.0005099629,0.0001138015,0.1466127,0.00005376237,0.00001105073,0.00001720756,0.001692144,0.1570966,0.0276896,0.02080006,0.6447297,0.0006733654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02086432,0.0008163284,0.8339068,0.01996299,0.0003981743,0.0003896922,0.000001015421,0.0002553045,0.1234054],"genre_scores_gemma":[0.8371173,0.000453739,0.16184,0.0001762506,0.00001733517,0.000005041493,0.000003838522,0.0000020264,0.0003844779],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9262596,"threshold_uncertainty_score":0.9987987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193595821183863,"score_gpt":0.425235546692124,"score_spread":0.3058759645737377,"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."}}