{"id":"W7100283407","doi":"","title":"The C2C Seminar: Five Years of Experience with the AccessGrid","year":2014,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Production (economics); Work (physics); Series (stratigraphy)","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":[0.007209662,0.001076229,0.0005906234,0.001368294,0.006586233,0.006421856,0.002473747,0.002050366,0.0501082],"category_scores_gemma":[0.004242302,0.0003753915,0.0005447247,0.002444447,0.00234324,0.003708197,0.006822492,0.00374552,0.01172656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004009393,"about_ca_system_score_gemma":0.007460131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839935,"about_ca_topic_score_gemma":0.0382488,"domain_scores_codex":[0.9975727,0.000444391,0.00006247021,0.0002783817,0.0007933543,0.0008488016],"domain_scores_gemma":[0.9866155,0.0008074032,0.0001399867,0.0003120729,0.001300506,0.01082461],"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":[0.0003172376,0.0008876499,0.002166376,0.0002908479,0.00003207357,0.0007708638,0.01500045,0.000629604,0.005250525,0.020635,0.7416364,0.212383],"study_design_scores_gemma":[0.00002203412,0.0001170576,0.001878303,0.00006940195,0.00000657819,0.0002396231,0.003803367,0.0003038279,0.0008099442,0.001770469,0.9909474,0.0000319551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1012158,0.03493756,0.07220153,0.1083503,0.02030979,0.000743289,0.002367242,0.007879912,0.6519946],"genre_scores_gemma":[0.2673177,0.01488529,0.02310923,0.008214873,0.004583018,0.0002648849,0.003585456,0.002823588,0.675216],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0501082,"threshold_uncertainty_score":0.1676286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007192495724211491,"score_gpt":0.2256321162986353,"score_spread":0.2184396205744238,"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."}}