{"id":"W6892986245","doi":"10.5281/zenodo.12548311","title":"The Federal Open Science Repository of Canada: A Key Destination on Canada's Roadmap to Open Science","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Nucleofection; TSG101; Demotion; Subpoena; Hyporeflexia; Pretext","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.0532802,0.001322534,0.00209239,0.008887537,0.02927297,0.04374006,0.009311662,0.01355893,0.04000491],"category_scores_gemma":[0.08380863,0.00164492,0.002363059,0.01508188,0.0137428,0.01765716,0.01713221,0.0119731,0.01299986],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1445673,"about_ca_system_score_gemma":0.7000383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.95285,"about_ca_topic_score_gemma":0.9591111,"domain_scores_codex":[0.943398,0.004561652,0.002080985,0.002584559,0.03891176,0.008462985],"domain_scores_gemma":[0.7513785,0.01786275,0.005438025,0.01907325,0.1234478,0.08279956],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001269288,0.0001103194,0.001419186,0.0005955804,0.00003831784,0.0003207278,0.0009171185,0.0005775239,0.0006904138,0.1426262,0.8043282,0.0482495],"study_design_scores_gemma":[0.0000431795,0.00002173027,0.001431372,0.0004061747,0.00001522008,0.00004883252,0.0007957293,0.0007177831,0.0004193219,0.009856711,0.9861565,0.00008733195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005998688,0.01589211,0.03127791,0.7460307,0.01483517,0.001899616,0.02496205,0.007314933,0.1517887],"genre_scores_gemma":[0.1001638,0.02747717,0.2951007,0.1361701,0.00334443,0.001615017,0.0480893,0.005460228,0.3825792],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9906883,"threshold_uncertainty_score":0.9921806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07588491277454683,"score_gpt":0.356442183744157,"score_spread":0.2805572709696102,"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."}}