{"id":"W6912735948","doi":"10.5281/zenodo.6324359","title":"SOOS Science and Implementation Plan 2021-2025","year":2022,"lang":"en","type":"article","venue":"CINECA IRIS Institutial Research Information System (University of Genoa)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Plan (archaeology); Identification (biology); Key (lock); Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02992204,0.0008630842,0.0006296166,0.003689454,0.002536086,0.006605964,0.002687829,0.005603257,0.06130891],"category_scores_gemma":[0.03099235,0.0009625279,0.001225736,0.002853145,0.0009842663,0.002283757,0.004883023,0.003999246,0.03049267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261238,"about_ca_system_score_gemma":0.1193083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1152302,"about_ca_topic_score_gemma":0.1135265,"domain_scores_codex":[0.9815888,0.004701598,0.001045887,0.0005392455,0.008261925,0.003862527],"domain_scores_gemma":[0.9698589,0.004312909,0.001821473,0.0009034574,0.01600601,0.007097357],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003009335,0.000347507,0.003893104,0.0007967022,0.00003997802,0.0001524085,0.0005517569,0.001305914,0.0004922281,0.04201526,0.9054036,0.04470061],"study_design_scores_gemma":[0.0001648777,0.0002298476,0.01175282,0.0003854338,0.00001586832,0.00003929649,0.0006349534,0.0005704373,0.0002074121,0.003444092,0.9825226,0.00003227716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01382586,0.002128889,0.0184476,0.1360886,0.009775445,0.02943287,0.1208011,0.003406685,0.6660931],"genre_scores_gemma":[0.0504999,0.002682304,0.05732071,0.09837667,0.001576349,0.05014451,0.1730792,0.0007005268,0.5656198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.970078,"threshold_uncertainty_score":0.2291189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202703485932915,"score_gpt":0.3633053822577411,"score_spread":0.2430350336644496,"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."}}