{"id":"W4394081635","doi":"10.6084/m9.figshare.23878644","title":"Data Canada Study 1","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.001443505,0.0002360034,0.0004018427,0.0001928078,0.0001484108,0.000689716,0.01169445,0.00009216447,0.4446284],"category_scores_gemma":[0.0353964,0.0001857709,0.00003707004,0.0008261763,0.000004289689,0.000302866,0.0110195,0.0003125038,0.2574966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007068463,"about_ca_system_score_gemma":0.0008510284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4878124,"about_ca_topic_score_gemma":0.9900979,"domain_scores_codex":[0.9942738,0.000286411,0.0006632808,0.001206959,0.003265781,0.000303769],"domain_scores_gemma":[0.9897521,0.001824977,0.0003722911,0.007752579,0.000158111,0.0001399125],"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":[0.000001516139,0.00004713888,3.1005e-7,0.00004304425,0.00003851249,0.0003135573,0.000003798713,0.000001819012,6.231259e-10,1.920448e-7,0.997806,0.001744133],"study_design_scores_gemma":[0.00008783407,0.00002035719,0.0003667769,0.0001603213,0.00002116759,6.011095e-7,0.0004963129,0.00001469518,1.64145e-8,0.0000280683,0.9985794,0.0002244177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[8.217003e-8,0.00002960901,6.332404e-8,0.0002614284,0.0007591146,0.000527846,0.9980947,0.00003356993,0.0002936092],"genre_scores_gemma":[5.407684e-7,0.000002872611,0.000002020971,0.0008337623,0.000248839,0.0001005265,0.9924958,0.00001186244,0.006303717],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5022855,"threshold_uncertainty_score":0.9969792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.65019135127114,"score_gpt":0.5022475106843322,"score_spread":0.1479438405868079,"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."}}