{"id":"W6931491562","doi":"10.5281/zenodo.5730702","title":"bcgsc/pori_cbioportal: v0.1.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Python (programming language); Software; Context (archaeology)","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":[],"consensus_categories":[],"category_scores_codex":[0.002637408,0.003839834,0.002643137,0.004188723,0.001889271,0.004521868,0.006452772,0.001903802,0.1758578],"category_scores_gemma":[0.006839087,0.002942898,0.003108239,0.004071061,0.001243029,0.0046994,0.008057737,0.005400898,0.3158529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484768,"about_ca_system_score_gemma":0.002391518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008759909,"about_ca_topic_score_gemma":0.01109407,"domain_scores_codex":[0.9978567,0.0002503096,0.0001329412,0.0006574134,0.0007831925,0.0003194228],"domain_scores_gemma":[0.9969681,0.000480981,0.0001261623,0.001284445,0.0007045207,0.0004357476],"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":[0.0001697173,0.00004146024,0.0004945476,0.0005051272,0.00009531449,0.00006762614,0.0001014737,0.0006791747,0.002708372,0.002989355,0.9763702,0.01577772],"study_design_scores_gemma":[0.0001085357,0.00001895863,0.001108411,0.0001317129,0.00006107507,0.0001861701,0.00003712701,0.004795836,0.010372,0.008608355,0.9744555,0.0001161746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008355201,0.0002407384,0.05458231,0.000317135,0.0003217358,0.00009317404,0.1492909,0.7756408,0.01867769],"genre_scores_gemma":[0.006129866,0.0002689683,0.04483314,0.0006383792,0.0001089426,0.0004733307,0.4956613,0.432359,0.01952713],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1758578,"threshold_uncertainty_score":0.5883031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788990684447272,"score_gpt":0.237436337745469,"score_spread":0.2095464309009963,"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."}}