{"id":"W2529676715","doi":"10.15273/pnsis.v42i2.3598","title":"NSIS: Proceedings of the Nova Scotian Institute of Science","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Library science; Political science; Aeronautics; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004021582,0.0004924043,0.0005598768,0.002550436,0.003038055,0.0115645,0.0009511223,0.00148346,0.08774694],"category_scores_gemma":[0.007293426,0.0003760904,0.0003438629,0.003361072,0.001320863,0.001155934,0.002178286,0.001830409,0.02396424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613869,"about_ca_system_score_gemma":0.03925501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5417379,"about_ca_topic_score_gemma":0.6504794,"domain_scores_codex":[0.9971383,0.0001941329,0.0001139264,0.000189558,0.001878022,0.0004861352],"domain_scores_gemma":[0.9854752,0.0007883048,0.0004511609,0.0007670559,0.009263678,0.003254655],"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":[0.00007034541,0.00002121521,0.0009519653,0.0001147741,0.000005170886,0.00008555187,0.0001632209,0.0001342644,0.0004491895,0.005791679,0.9549949,0.03721772],"study_design_scores_gemma":[0.000004193377,0.000006389382,0.003979416,0.00009268306,0.00000225728,0.00001832193,0.0001624287,0.00005312467,0.00007641203,0.0004202235,0.9951782,0.000006400091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01046231,0.02078249,0.002153668,0.1059818,0.04879653,0.0005428691,0.01005579,0.0009413314,0.8002833],"genre_scores_gemma":[0.02432123,0.01002371,0.002072352,0.004864423,0.003524902,0.0001098435,0.005775328,0.0002604474,0.9490477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4582621,"threshold_uncertainty_score":0.9219219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06432534623572557,"score_gpt":0.3183674777855006,"score_spread":0.254042131549775,"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."}}