{"id":"W6969030238","doi":"10.5281/zenodo.5332006","title":"jangevaare/GeneticBitArrays.jl: v0.3.2","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multicultural Education and Local Wisdom","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Guelph","funders":"","keywords":"Representation (politics); Sequence (biology); Identification (biology); Process (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002238758,0.003268567,0.001986618,0.002606656,0.001037859,0.005121991,0.003983273,0.002533788,0.3071074],"category_scores_gemma":[0.003967396,0.003676227,0.001311048,0.002187054,0.0007058181,0.001951002,0.002471397,0.002258939,0.3351056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015584,"about_ca_system_score_gemma":0.0009240488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002429659,"about_ca_topic_score_gemma":0.003925355,"domain_scores_codex":[0.9983614,0.0002571209,0.0001374684,0.0004121785,0.000582892,0.0002489393],"domain_scores_gemma":[0.9990178,0.0003496466,0.0001070937,0.0002596568,0.0001656446,0.0001001772],"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":[0.0005203714,0.00005391558,0.0008456536,0.001457668,0.0001199509,0.0001639834,0.0002814771,0.00136687,0.0328849,0.008773825,0.8763199,0.07721154],"study_design_scores_gemma":[0.0001278804,0.00003671131,0.0006161937,0.0001176877,0.00005308749,0.0002707236,0.00004582398,0.003563475,0.05235147,0.006007586,0.9367136,0.00009572539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001393069,0.0009194346,0.2133933,0.0004398406,0.0005195509,0.0002029639,0.1134657,0.6300345,0.03963168],"genre_scores_gemma":[0.01741746,0.00104521,0.152864,0.001124546,0.0002176332,0.00138666,0.1981341,0.5231798,0.1046305],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3071074,"threshold_uncertainty_score":0.9883273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173314386652992,"score_gpt":0.3204861348114008,"score_spread":0.2587529909448709,"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."}}